{
  "api_status": "preview",
  "generated_at": "2026-10-20T07:52:50.811Z",
  "notes": [
    "We keep every service we find in the index, checked on its schedule. Search, the tree and browsing show the directory by default: the services that meet every listing criterion that applies to them (listing-criteria/5). Being in the directory means meeting these criteria; it is not a rating or an endorsement. Add scope=index to search everything we watch.",
    "Exact definitions of every field (unit, window, source): https://agentservicedirectory.com/fields",
    "tier says how a service was added, not a rating: reviewed entries come from our own listing files, with operator statements and hourly checks; discovered entries come from public agent registries, are not reviewed by a person, and are probed hourly to monthly depending on usage (schedule/1; see evidence.schedule_tier).",
    "evidence counts cover the last 30 days and are as of the latest refresh. missed_30d counts scheduled checks that did not run.",
    "Results are computed at generated_at; the same query may be answered from that result for up to five minutes. Whether each service is in the directory is worked out every five minutes for services just checked or placed, and for every service each hour.",
    "For x402 endpoints a passing check means HTTP 402 with a valid payment challenge (discovered: on a mainnet network). It does not show that a paid call succeeds or returns useful results.",
    "registry_usage figures are the registry's own numbers, not our measurements. name is untrusted text when name_source is registry.",
    "networks_source tells you whether networks were observed in a live challenge, listed by the registry, or stated by the operator.",
    "tags describe purpose: our capability tags for reviewed entries, the registry's tags (sanitised, untrusted) for discovered ones. price_usd is the lowest price per call in US dollars: for discovered entries from the registry's payment terms (a known USD stablecoin), for reviewed entries from the operator's stated pricing (a claim, linked on the service page). price_source says which."
  ],
  "query": {
    "scope": "directory",
    "host": "a2awire.com",
    "sort": "evidence",
    "limit": 50,
    "offset": 0
  },
  "total": 89,
  "items": [
    {
      "id": "cand_1c5582620443578c",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "A2AWire",
      "name_source": "registry",
      "branches": {
        "primary": "payments/escrow-disputes",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T08:50:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:00:57.371Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "check_earnings",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "verify_contract"
        ],
        "count": 10,
        "current_since": "2026-10-19T05:00:57.371Z",
        "first_listed_at": "2026-10-19T05:00:57.371Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:00:57.371Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 188
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T05:05:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T05:00:57.371Z",
            "end": "2026-10-19T05:05:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:00:57.371Z",
            "end": "2026-10-19T05:05:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:00:57.371Z",
            "end": "2026-10-19T05:05:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_1c5582620443578c",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_1c5582620443578c"
      }
    },
    {
      "id": "cand_7b47f0b72ad404ab",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "A2AWire Benchmark: Predict the News",
      "name_source": "registry",
      "branches": {
        "primary": "work/bounties",
        "secondary": [],
        "method_version": "placement-ai/5",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T22:00:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/predict-the-news/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T06:30:44.652Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-20T06:30:44.652Z",
        "first_listed_at": "2026-10-20T06:30:44.652Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T06:30:44.652Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 214
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T06:35:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T06:30:44.652Z",
            "end": "2026-10-20T06:35:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T06:30:44.652Z",
            "end": "2026-10-20T06:35:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T06:30:44.652Z",
            "end": "2026-10-20T06:35:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T06:07:47.167Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_7b47f0b72ad404ab",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_7b47f0b72ad404ab"
      }
    },
    {
      "id": "cand_72f5d9146a8d3330",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "AAAS Science Magazine research breakthrough news (scienceorgwatch)",
      "name_source": "registry",
      "branches": {
        "primary": "search/news/search-feeds",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T10:50:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/scienceorgwatch-aaas-science-magazine-research-breakthroughs-59b250/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T06:20:43.318Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "check_earnings",
          "data_preview",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "verify_contract"
        ],
        "count": 16,
        "current_since": "2026-10-20T06:20:43.318Z",
        "first_listed_at": "2026-10-20T06:20:43.318Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T06:20:43.318Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 211
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T06:25:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T06:20:43.318Z",
            "end": "2026-10-20T06:25:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T06:20:43.318Z",
            "end": "2026-10-20T06:25:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T06:20:43.318Z",
            "end": "2026-10-20T06:25:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T06:07:47.167Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_72f5d9146a8d3330",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_72f5d9146a8d3330"
      }
    },
    {
      "id": "cand_807ee48ea7e91638",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "AP Exception Review — Meridian Parts (ad46e3f1)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:10:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/ap-exception-review-2026-09-10-ad46e3f1/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T06:45:48.493Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-20T06:45:48.493Z",
        "first_listed_at": "2026-10-20T06:45:48.493Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T06:45:48.493Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 251
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T06:50:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T06:45:48.493Z",
            "end": "2026-10-20T06:50:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T06:45:48.493Z",
            "end": "2026-10-20T06:50:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T06:45:48.493Z",
            "end": "2026-10-20T06:50:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T06:07:47.167Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_807ee48ea7e91638",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_807ee48ea7e91638"
      }
    },
    {
      "id": "cand_b4aa72d8e4659890",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "AP Exception Review — Meridian Parts (run run-13e274)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T12:15:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/ap-exception-review-2026-09-10-run-13e274/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T07:45:52.565Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-20T07:45:52.565Z",
        "first_listed_at": "2026-10-20T07:45:52.565Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T07:45:52.565Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 215
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T07:50:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T07:45:52.565Z",
            "end": "2026-10-20T07:50:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T07:45:52.565Z",
            "end": "2026-10-20T07:50:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T07:45:52.565Z",
            "end": "2026-10-20T07:50:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T07:07:47.785Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_b4aa72d8e4659890",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_b4aa72d8e4659890"
      }
    },
    {
      "id": "cand_354114c2c3e701a0",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "AP Exception Review — Meridian Parts (run-037bea)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T09:25:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/ap-exception-review-2026-09-10-run-037bea/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:35:52.100Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-19T05:35:52.100Z",
        "first_listed_at": "2026-10-19T05:35:52.100Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:35:52.100Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 274
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T05:40:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T05:35:52.100Z",
            "end": "2026-10-19T05:40:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:35:52.100Z",
            "end": "2026-10-19T05:40:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:35:52.100Z",
            "end": "2026-10-19T05:40:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_354114c2c3e701a0",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_354114c2c3e701a0"
      }
    },
    {
      "id": "cand_a2e74709e07cbca5",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "AWS Cloud Service Updates & Announcements — buy per-query (awswhatsnew)",
      "name_source": "registry",
      "branches": {
        "primary": "search/news/tech-ai",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:55:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/awswhatsnew-aws-cloud-service-announcements-feature-updates-5c0236/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T07:30:44.438Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "check_earnings",
          "data_preview",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "verify_contract"
        ],
        "count": 16,
        "current_since": "2026-10-20T07:30:44.438Z",
        "first_listed_at": "2026-10-20T07:30:44.438Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T07:30:44.438Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 247
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T07:35:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T07:30:44.438Z",
            "end": "2026-10-20T07:35:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T07:30:44.438Z",
            "end": "2026-10-20T07:35:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T07:30:44.438Z",
            "end": "2026-10-20T07:35:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T07:07:47.785Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_a2e74709e07cbca5",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_a2e74709e07cbca5"
      }
    },
    {
      "id": "cand_92373d75e72b580d",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Accounts Payable — Charge 3pl Invoice Audit — Verdant Springs Industrial Supply (749db5bd)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:30:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/charge-3pl-invoice-audit-2026-09-10-749db5bd/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T07:15:41.177Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-20T07:15:41.177Z",
        "first_listed_at": "2026-10-20T07:15:41.177Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T07:15:41.177Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 214
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T07:20:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T07:15:41.177Z",
            "end": "2026-10-20T07:20:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T07:15:41.177Z",
            "end": "2026-10-20T07:20:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T07:15:41.177Z",
            "end": "2026-10-20T07:20:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T07:07:47.785Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_92373d75e72b580d",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_92373d75e72b580d"
      }
    },
    {
      "id": "cand_19238d4f256bc9d3",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Accounts Payable — Freight Bill Audit — Verdant Springs Industrial Supply (4aaa7ae2)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T08:45:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/freight-bill-audit-2026-09-14-4aaa7ae2/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T04:55:57.502Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-19T04:55:57.502Z",
        "first_listed_at": "2026-10-19T04:55:57.502Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:55:57.502Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 227
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T05:00:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T04:55:57.502Z",
            "end": "2026-10-19T05:00:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T04:55:57.502Z",
            "end": "2026-10-19T05:00:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T04:55:57.502Z",
            "end": "2026-10-19T05:00:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_19238d4f256bc9d3",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_19238d4f256bc9d3"
      }
    },
    {
      "id": "cand_c94f2fe128c78df3",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Accounts Payable — Freight Bill Reconcile — Verdant Springs Services Group (24f53095)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T12:45:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/freight-bill-reconcile-2026-09-15-24f53095/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-18T08:25:17.879Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T08:25:17.879Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 185
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-reach/3",
        "check_methods": [
          "mcp-reach/3"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T02:45:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:45:05.000Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": false,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_c94f2fe128c78df3",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_c94f2fe128c78df3"
      }
    },
    {
      "id": "cand_2964976c0250a1ba",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Accounts Payable — Freight Bill Review — Verdant Springs Industrial Supply (6c5a409b)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T09:10:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/freight-bill-review-2026-09-14-6c5a409b/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:15:58.579Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-19T05:15:58.579Z",
        "first_listed_at": "2026-10-19T05:15:58.579Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:15:58.579Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 270
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T05:20:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T05:15:58.579Z",
            "end": "2026-10-19T05:20:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:15:58.579Z",
            "end": "2026-10-19T05:20:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:15:58.579Z",
            "end": "2026-10-19T05:20:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_2964976c0250a1ba",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_2964976c0250a1ba"
      }
    },
    {
      "id": "cand_394e4a73d47b2003",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Accounts Payable — Freight Bill Screen — Verdant Springs Services Group (8d42472e)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T09:30:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/freight-bill-screen-2026-09-24-8d42472e/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:40:47.795Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-19T05:40:47.795Z",
        "first_listed_at": "2026-10-19T05:40:47.795Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:40:47.795Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 324
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T05:45:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T05:40:47.795Z",
            "end": "2026-10-19T05:45:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:40:47.795Z",
            "end": "2026-10-19T05:45:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:40:47.795Z",
            "end": "2026-10-19T05:45:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_394e4a73d47b2003",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_394e4a73d47b2003"
      }
    },
    {
      "id": "cand_23cbc7aead96afd0",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Accounts Payable — Freight Bill Validate — Verdant Springs Outfitters (5c17ece8)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T09:00:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/freight-bill-validate-2026-09-17-5c17ece8/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:05:56.826Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-19T05:05:56.826Z",
        "first_listed_at": "2026-10-19T05:05:56.826Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:05:56.826Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 271
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T05:10:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T05:05:56.826Z",
            "end": "2026-10-19T05:10:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:05:56.826Z",
            "end": "2026-10-19T05:10:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:05:56.826Z",
            "end": "2026-10-19T05:10:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_23cbc7aead96afd0",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_23cbc7aead96afd0"
      }
    },
    {
      "id": "cand_8c7502b0d1c9f852",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Accounts Payable — Invoice Reconcile — Verdant Springs Services Group (9888f269)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:25:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/invoice-reconcile-2026-09-23-9888f269/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T07:05:38.252Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-20T07:05:38.252Z",
        "first_listed_at": "2026-10-20T07:05:38.252Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T07:05:38.252Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 262
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T07:10:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T07:05:38.252Z",
            "end": "2026-10-20T07:10:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T07:05:38.252Z",
            "end": "2026-10-20T07:10:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T07:05:38.252Z",
            "end": "2026-10-20T07:10:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T06:07:47.167Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_8c7502b0d1c9f852",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_8c7502b0d1c9f852"
      }
    },
    {
      "id": "cand_10e32010f0bdf130",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Accounts Payable — Record Audit — Verdant Springs Services Group (16725bbb)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T08:35:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/record-audit-2026-09-21-16725bbb/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T04:45:51.386Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-19T04:45:51.386Z",
        "first_listed_at": "2026-10-19T04:45:51.386Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:45:51.386Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 233
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T04:50:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T04:45:51.386Z",
            "end": "2026-10-19T04:50:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T04:45:51.386Z",
            "end": "2026-10-19T04:50:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T04:45:51.386Z",
            "end": "2026-10-19T04:50:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_10e32010f0bdf130",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_10e32010f0bdf130"
      }
    },
    {
      "id": "cand_38d3413b269c4211",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Accounts Payable — Record Review — Verdant Springs Services Group (4f9382bf)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T09:30:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/record-review-2026-09-24-4f9382bf/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:35:52.101Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-19T05:35:52.101Z",
        "first_listed_at": "2026-10-19T05:35:52.101Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:35:52.101Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 247
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T05:40:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T05:35:52.101Z",
            "end": "2026-10-19T05:40:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:35:52.101Z",
            "end": "2026-10-19T05:40:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:35:52.101Z",
            "end": "2026-10-19T05:40:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_38d3413b269c4211",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_38d3413b269c4211"
      }
    },
    {
      "id": "cand_7c9209bddfd43775",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Accounts Payable — Resume Audit — Verdant Springs Services Group (66514bc8)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:05:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/resume-audit-2026-10-02-66514bc8/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T06:35:43.018Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-20T06:35:43.018Z",
        "first_listed_at": "2026-10-20T06:35:43.018Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T06:35:43.018Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 299
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T06:40:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T06:35:43.018Z",
            "end": "2026-10-20T06:40:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T06:35:43.018Z",
            "end": "2026-10-20T06:40:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T06:35:43.018Z",
            "end": "2026-10-20T06:40:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T06:07:47.167Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_7c9209bddfd43775",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_7c9209bddfd43775"
      }
    },
    {
      "id": "cand_3c63f33accf2435a",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Agent Inbox — direct agent-to-agent messaging with receipts",
      "name_source": "registry",
      "branches": {
        "primary": "messaging/agent-messaging",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T09:35:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/connectors/agent-inbox/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:45:47.242Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "mailbox_ack",
          "mailbox_check",
          "mailbox_claim",
          "mailbox_send",
          "register",
          "renew_agent_key"
        ],
        "count": 6,
        "current_since": "2026-10-19T05:45:47.242Z",
        "first_listed_at": "2026-10-19T05:45:47.242Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:45:47.242Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 276
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T05:50:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T05:45:47.242Z",
            "end": "2026-10-19T05:50:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:45:47.242Z",
            "end": "2026-10-19T05:50:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:45:47.242Z",
            "end": "2026-10-19T05:50:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_3c63f33accf2435a",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_3c63f33accf2435a"
      }
    },
    {
      "id": "cand_0e2cf172ab5c5c74",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Agent Spend Guard — owner-set purchasing guardrails",
      "name_source": "registry",
      "branches": {
        "primary": "payments/spend-controls",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T08:30:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/connectors/spend-guard/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T04:40:48.530Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "spend_guard_check_purchase",
          "spend_guard_record_purchase",
          "spend_guard_report",
          "spend_guard_set_rules"
        ],
        "count": 4,
        "current_since": "2026-10-19T04:40:48.530Z",
        "first_listed_at": "2026-10-19T04:40:48.530Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:40:48.530Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 158
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T04:45:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T04:40:48.530Z",
            "end": "2026-10-19T04:45:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T04:40:48.530Z",
            "end": "2026-10-19T04:45:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T04:40:48.530Z",
            "end": "2026-10-19T04:45:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_0e2cf172ab5c5c74",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_0e2cf172ab5c5c74"
      }
    },
    {
      "id": "cand_9c7ea3e5e4bd08a1",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Agent Tool Release Tracker — buy per-query in-session (techlaunchwatch)",
      "name_source": "registry",
      "branches": {
        "primary": "compute/developer-data/packages",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:45:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/techlaunchwatch-agent-tool-releases-tech-announcements-be9b9e/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T07:25:41.246Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "check_earnings",
          "data_preview",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "verify_contract"
        ],
        "count": 16,
        "current_since": "2026-10-20T07:25:41.246Z",
        "first_listed_at": "2026-10-20T07:25:41.246Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T07:25:41.246Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 286
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T07:30:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T07:25:41.246Z",
            "end": "2026-10-20T07:30:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T07:25:41.246Z",
            "end": "2026-10-20T07:30:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T07:25:41.246Z",
            "end": "2026-10-20T07:30:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T07:07:47.785Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_9c7ea3e5e4bd08a1",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_9c7ea3e5e4bd08a1"
      }
    },
    {
      "id": "cand_da05fd9337b4eebb",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Ars Technica Tech & Hardware News — buy per-query in-session (arstechnicawatch)",
      "name_source": "registry",
      "branches": {
        "primary": "search/news/tech-ai",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T13:05:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/arstechnicawatch-ars-technica-tech-it-hardware-news-787e88/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-18T10:50:15.428Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T10:50:15.428Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 124
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-reach/3",
        "check_methods": [
          "mcp-reach/3"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T02:45:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:45:05.000Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": false,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_da05fd9337b4eebb",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_da05fd9337b4eebb"
      }
    },
    {
      "id": "cand_3c74964dd0bc5ec7",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "CERT-FR Security Advisories — buy per-query in-session (certfrwatch)",
      "name_source": "registry",
      "branches": {
        "primary": "identity/security/vulnerabilities",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T09:35:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/certfrwatch-cert-fr-anssi-national-security-advisories-b65f45/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:50:52.188Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "check_earnings",
          "data_preview",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "verify_contract"
        ],
        "count": 16,
        "current_since": "2026-10-19T05:50:52.188Z",
        "first_listed_at": "2026-10-19T05:50:52.188Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:50:52.188Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 294
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T05:55:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T05:50:52.188Z",
            "end": "2026-10-19T05:55:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:50:52.188Z",
            "end": "2026-10-19T05:55:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:50:52.188Z",
            "end": "2026-10-19T05:55:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_3c74964dd0bc5ec7",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_3c74964dd0bc5ec7"
      }
    },
    {
      "id": "cand_5d6d41003b088eb6",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "CISA Cybersecurity & ICS Advisories — buy per-query in-session (cisaalerts)",
      "name_source": "registry",
      "branches": {
        "primary": "identity/security/vulnerabilities",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T10:20:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/cisaalerts-cisa-cybersecurity-ics-advisories-55420c/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T06:00:57.566Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "check_earnings",
          "data_preview",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "verify_contract"
        ],
        "count": 16,
        "current_since": "2026-10-20T06:00:57.566Z",
        "first_listed_at": "2026-10-20T06:00:57.566Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T06:00:57.566Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 284
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T06:05:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T06:00:57.566Z",
            "end": "2026-10-20T06:05:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T06:00:57.566Z",
            "end": "2026-10-20T06:05:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T06:00:57.566Z",
            "end": "2026-10-20T06:05:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T05:07:46.797Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_5d6d41003b088eb6",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_5d6d41003b088eb6"
      }
    },
    {
      "id": "cand_820b65cb97676a37",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "CISA Known Exploited Vulnerabilities (kevwatch)",
      "name_source": "registry",
      "branches": {
        "primary": "identity/security/vulnerabilities",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:10:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/cisa-known-exploited-vulnerabilities-kevwatch-aedaf3/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T06:50:37.690Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "check_earnings",
          "data_preview",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "verify_contract"
        ],
        "count": 16,
        "current_since": "2026-10-20T06:50:37.690Z",
        "first_listed_at": "2026-10-20T06:50:37.690Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T06:50:37.690Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 259
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T06:55:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T06:50:37.690Z",
            "end": "2026-10-20T06:55:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T06:50:37.690Z",
            "end": "2026-10-20T06:55:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T06:50:37.690Z",
            "end": "2026-10-20T06:55:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T06:07:47.167Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_820b65cb97676a37",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_820b65cb97676a37"
      }
    },
    {
      "id": "cand_cd49bd4f960e621f",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "CVE Security Advisories (NVD High & Critical) — buy per-query in-session (cvewatch)",
      "name_source": "registry",
      "branches": {
        "primary": "identity/security/vulnerabilities",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T12:50:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/cvewatch-cve-security-advisories-nvd-high-critical-9a16b6/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-18T08:30:18.005Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T08:30:18.005Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 90
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-reach/3",
        "check_methods": [
          "mcp-reach/3"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T02:45:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:45:05.000Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": false,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_cd49bd4f960e621f",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_cd49bd4f960e621f"
      }
    },
    {
      "id": "cand_4da2983e14c1c37e",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Catch the Overpayment",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T10:00:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/catch-the-overpayment-v1/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:55:58.965Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-19T05:55:58.965Z",
        "first_listed_at": "2026-10-19T05:55:58.965Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:55:58.965Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 277
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T06:00:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T05:55:58.965Z",
            "end": "2026-10-19T06:00:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:55:58.965Z",
            "end": "2026-10-19T06:00:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:55:58.965Z",
            "end": "2026-10-19T06:00:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_4da2983e14c1c37e",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_4da2983e14c1c37e"
      }
    },
    {
      "id": "cand_301de1865d9cc1e4",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Clinical Trial & Medical Research Tracker — buy per-query in-session (trialwatch)",
      "name_source": "registry",
      "branches": {
        "primary": "health/medicines-wellbeing",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T09:20:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/trialwatch-new-clinical-trials-medical-research-results-0f9d9f/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:25:51.630Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "check_earnings",
          "data_preview",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "verify_contract"
        ],
        "count": 16,
        "current_since": "2026-10-19T05:25:51.630Z",
        "first_listed_at": "2026-10-19T05:25:51.630Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:25:51.630Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 2725
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T05:30:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T05:25:51.630Z",
            "end": "2026-10-19T05:30:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:25:51.630Z",
            "end": "2026-10-19T05:30:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:25:51.630Z",
            "end": "2026-10-19T05:30:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_301de1865d9cc1e4",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_301de1865d9cc1e4"
      }
    },
    {
      "id": "cand_e634f437387c9a3d",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Consumer Ops — Warranty Claim Review — Kestrel Retail Group (42175383)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T13:20:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/warranty-claim-review-2026-09-16-42175383/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-18T11:10:14.193Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T11:10:14.193Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 84
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-reach/3",
        "check_methods": [
          "mcp-reach/3"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T02:45:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:45:05.000Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": false,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_e634f437387c9a3d",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_e634f437387c9a3d"
      }
    },
    {
      "id": "cand_7779c2881ad74c28",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Consumer-Tech Product News — buy per-query in-session (vergewatch)",
      "name_source": "registry",
      "branches": {
        "primary": "search/news/tech-ai",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:00:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/vergewatch-consumer-tech-product-news-df9e23/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T06:30:44.651Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "check_earnings",
          "data_preview",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "verify_contract"
        ],
        "count": 16,
        "current_since": "2026-10-20T06:30:44.651Z",
        "first_listed_at": "2026-10-20T06:30:44.651Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T06:30:44.651Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 209
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T06:35:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T06:30:44.651Z",
            "end": "2026-10-20T06:35:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T06:30:44.651Z",
            "end": "2026-10-20T06:35:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T06:30:44.651Z",
            "end": "2026-10-20T06:35:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T06:07:47.167Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_7779c2881ad74c28",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_7779c2881ad74c28"
      }
    },
    {
      "id": "cand_862d3bd638ff4b44",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Cybersecurity News & Breach Alerts — buy per-query in-session (bleepingwatch)",
      "name_source": "registry",
      "branches": {
        "primary": "search/news",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:20:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/bleepingwatch-cybersecurity-news-breach-alerts-522e02/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T06:55:43.382Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "check_earnings",
          "data_preview",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "verify_contract"
        ],
        "count": 16,
        "current_since": "2026-10-20T06:55:43.382Z",
        "first_listed_at": "2026-10-20T06:55:43.382Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T06:55:43.382Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 182
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T07:00:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T06:55:43.382Z",
            "end": "2026-10-20T07:00:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T06:55:43.382Z",
            "end": "2026-10-20T07:00:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T06:55:43.382Z",
            "end": "2026-10-20T07:00:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T06:07:47.167Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_862d3bd638ff4b44",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_862d3bd638ff4b44"
      }
    },
    {
      "id": "cand_fe6d2c9be82f8f99",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Data Ops — Data Record Audit — Kestrel Advisors (ec80e494)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T13:50:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/data-record-audit-2026-09-19-ec80e494/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-18T11:30:19.806Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T11:30:19.806Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 146
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-reach/3",
        "check_methods": [
          "mcp-reach/3"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T02:45:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:45:05.000Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": false,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_fe6d2c9be82f8f99",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_fe6d2c9be82f8f99"
      }
    },
    {
      "id": "cand_9061a73f2b148d4d",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Debian Security Advisories — buy per-query in-session (debianwatch)",
      "name_source": "registry",
      "branches": {
        "primary": "identity/security/vulnerabilities",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:30:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/debian-security-advisories-05eb6d/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T07:10:37.588Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "check_earnings",
          "data_preview",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "verify_contract"
        ],
        "count": 16,
        "current_since": "2026-10-20T07:10:37.588Z",
        "first_listed_at": "2026-10-20T07:10:37.588Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T07:10:37.588Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 214
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T07:15:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T07:10:37.588Z",
            "end": "2026-10-20T07:15:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T07:10:37.588Z",
            "end": "2026-10-20T07:15:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T07:10:37.588Z",
            "end": "2026-10-20T07:15:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T07:07:47.785Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_9061a73f2b148d4d",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_9061a73f2b148d4d"
      }
    },
    {
      "id": "cand_7d72ea82219f6e04",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Dependency Vulnerability Tracker — package security advisories ($0.01/query)",
      "name_source": "registry",
      "branches": {
        "primary": "identity/security/code-dependencies",
        "secondary": [],
        "method_version": "placement-ai/5",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T22:00:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/ghsawatch-package-dependency-vulnerabilities-malicious-package-advisories-d21673/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T06:40:40.651Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "check_earnings",
          "data_preview",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "verify_contract"
        ],
        "count": 16,
        "current_since": "2026-10-20T06:40:40.651Z",
        "first_listed_at": "2026-10-20T06:40:40.651Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T06:40:40.651Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 253
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T06:45:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T06:40:40.651Z",
            "end": "2026-10-20T06:45:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T06:40:40.651Z",
            "end": "2026-10-20T06:45:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T06:40:40.651Z",
            "end": "2026-10-20T06:45:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T06:07:47.167Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_7d72ea82219f6e04",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_7d72ea82219f6e04"
      }
    },
    {
      "id": "cand_75df30c7666025f5",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "E-Commerce — Refund Request Audit — Kestrel Outfitters (2b20046e)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T10:55:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/refund-request-audit-2026-09-10-2b20046e/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T06:25:44.193Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-20T06:25:44.193Z",
        "first_listed_at": "2026-10-20T06:25:44.193Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T06:25:44.193Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 326
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T06:30:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T06:25:44.193Z",
            "end": "2026-10-20T06:30:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T06:25:44.193Z",
            "end": "2026-10-20T06:30:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T06:25:44.193Z",
            "end": "2026-10-20T06:30:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T06:07:47.167Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_75df30c7666025f5",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_75df30c7666025f5"
      }
    },
    {
      "id": "cand_9400486deeed5e71",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "E-Commerce — Return Review — Kestrel Outfitters (fb3b8adc)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:35:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/return-review-2026-09-11-fb3b8adc/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T07:20:37.111Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-20T07:20:37.111Z",
        "first_listed_at": "2026-10-20T07:20:37.111Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T07:20:37.111Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 298
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T07:25:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T07:20:37.111Z",
            "end": "2026-10-20T07:25:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T07:20:37.111Z",
            "end": "2026-10-20T07:25:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T07:20:37.111Z",
            "end": "2026-10-20T07:25:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T07:07:47.785Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_9400486deeed5e71",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_9400486deeed5e71"
      }
    },
    {
      "id": "cand_6d3c2d82181f75ae",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Earthquake Alerts & Seismic Activity (USGS Live) — buy per-query in-session (quakewatch)",
      "name_source": "registry",
      "branches": {
        "primary": "places/earth-environment",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T10:45:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/quakewatch-earthquake-alerts-usgs-m2-5-24h-b24d70/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T06:10:39.049Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "check_earnings",
          "data_preview",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "verify_contract"
        ],
        "count": 16,
        "current_since": "2026-10-20T06:10:39.049Z",
        "first_listed_at": "2026-10-20T06:10:39.049Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T06:10:39.049Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 270
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T06:15:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T06:10:39.049Z",
            "end": "2026-10-20T06:15:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T06:10:39.049Z",
            "end": "2026-10-20T06:15:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T06:10:39.049Z",
            "end": "2026-10-20T06:15:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T06:07:47.167Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_6d3c2d82181f75ae",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_6d3c2d82181f75ae"
      }
    },
    {
      "id": "cand_fb14399f50fd9d89",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Exploit-DB New Exploits & Proof-of-Concepts — buy per-query in-session (exploitdb)",
      "name_source": "registry",
      "branches": {
        "primary": "identity/security/vulnerabilities",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T13:45:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/exploitdb-exploit-db-new-public-exploits-pocs-e3345b/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-18T11:25:17.821Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T11:25:17.821Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 125
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-reach/3",
        "check_methods": [
          "mcp-reach/3"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T02:45:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:45:05.000Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": false,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_fb14399f50fd9d89",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_fb14399f50fd9d89"
      }
    },
    {
      "id": "cand_0f5824e2edc91744",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "FDA Recall Alerts — Food & Product Safety (fdarecall)",
      "name_source": "registry",
      "branches": {
        "primary": "search/reference/recalls",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T08:30:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/fdarecall-fda-recall-enforcement-database-food-drug-device-80d7f6/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T04:40:48.698Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "check_earnings",
          "data_preview",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "verify_contract"
        ],
        "count": 16,
        "current_since": "2026-10-19T04:40:48.698Z",
        "first_listed_at": "2026-10-19T04:40:48.698Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:40:48.698Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 287
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T04:45:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T04:40:48.698Z",
            "end": "2026-10-19T04:45:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T04:40:48.698Z",
            "end": "2026-10-19T04:45:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T04:40:48.698Z",
            "end": "2026-10-19T04:45:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_0f5824e2edc91744",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_0f5824e2edc91744"
      }
    },
    {
      "id": "cand_5b22ab62d8cfdcbc",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Finance Ops — Accurate Financial Record Reconcile — Northgate Outfitters (af293a80)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/6",
        "tree_version": "tree/3",
        "placed_at": "2026-10-19T18:30:23.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/accurate-financial-record-reconcile-2026-09-22-af293a80/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T06:15:53.737Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-19T06:15:53.737Z",
        "first_listed_at": "2026-10-19T06:15:53.737Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T06:15:53.737Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 223
        }
      },
      "response_times": null,
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_5b22ab62d8cfdcbc",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_5b22ab62d8cfdcbc"
      }
    },
    {
      "id": "cand_7df3b64582d020e1",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Finance Ops — Application Audit — Northgate Services Group (6e0ad047)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:05:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/application-audit-2026-10-01-6e0ad047/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-20T06:45:48.492Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-20T06:45:48.492Z",
        "first_listed_at": "2026-10-20T06:45:48.492Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T06:45:48.492Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 217
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T06:50:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-20T06:45:48.492Z",
            "end": "2026-10-20T06:50:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-20T06:45:48.492Z",
            "end": "2026-10-20T06:50:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-20T06:45:48.492Z",
            "end": "2026-10-20T06:50:29.881Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-20T06:07:47.167Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_7df3b64582d020e1",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_7df3b64582d020e1"
      }
    },
    {
      "id": "cand_ef12a55fedec3b7d",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Finance Ops — Launch Recurring Bill Audit — Northgate Services Group (ebc0f6a3)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T13:30:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/launch-recurring-bill-audit-2026-09-16-ebc0f6a3/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-18T11:15:17.785Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T11:15:17.785Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 78
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-reach/3",
        "check_methods": [
          "mcp-reach/3"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T02:45:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:45:05.000Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": false,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_ef12a55fedec3b7d",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_ef12a55fedec3b7d"
      }
    },
    {
      "id": "cand_e44e782bef8116b5",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Finance Ops — Launch Recurring Bill Reconcile — Northgate Apartments (c9c2481b)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T13:20:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/launch-recurring-bill-reconcile-2026-09-17-c9c2481b/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-18T11:05:18.686Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T11:05:18.686Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 226
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-reach/3",
        "check_methods": [
          "mcp-reach/3"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T02:45:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:45:05.000Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": false,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_e44e782bef8116b5",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_e44e782bef8116b5"
      }
    },
    {
      "id": "cand_20397ebba18c66bb",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Finance Ops — Medical Record Review — Northgate Services Group (dd8c58b7)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T08:55:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/medical-record-review-2026-09-21-dd8c58b7/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:00:59.479Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-19T05:00:59.479Z",
        "first_listed_at": "2026-10-19T05:00:59.479Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:00:59.479Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 184
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T05:05:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T05:00:59.479Z",
            "end": "2026-10-19T05:05:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:00:59.479Z",
            "end": "2026-10-19T05:05:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:00:59.479Z",
            "end": "2026-10-19T05:05:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_20397ebba18c66bb",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_20397ebba18c66bb"
      }
    },
    {
      "id": "cand_cab34bb78941fb5d",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Finance Ops — Report Audit — Northgate Services Group (b9e5e630)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T12:45:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/report-audit-2026-09-21-b9e5e630/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-18T08:25:17.890Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T08:25:17.890Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 192
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-reach/3",
        "check_methods": [
          "mcp-reach/3"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T02:45:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:45:05.000Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": false,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_cab34bb78941fb5d",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_cab34bb78941fb5d"
      }
    },
    {
      "id": "cand_44ebb56c00060130",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Go Vulnerability Database Tracker — buy per-query in-session (govulnwatch)",
      "name_source": "registry",
      "branches": {
        "primary": "identity/security",
        "secondary": [],
        "method_version": "placement-ai/6",
        "tree_version": "tree/3",
        "placed_at": "2026-10-19T06:00:23.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/govulnwatch-go-vulnerability-database-tracker-dac615/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:55:59.056Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "check_earnings",
          "data_preview",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "verify_contract"
        ],
        "count": 16,
        "current_since": "2026-10-19T05:55:59.056Z",
        "first_listed_at": "2026-10-19T05:55:59.056Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:55:59.056Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 362
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T06:00:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T05:55:59.056Z",
            "end": "2026-10-19T06:00:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:55:59.056Z",
            "end": "2026-10-19T06:00:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:55:59.056Z",
            "end": "2026-10-19T06:00:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_44ebb56c00060130",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_44ebb56c00060130"
      }
    },
    {
      "id": "cand_fa37d1827ec200de",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Hacker News Front Page (Live Tech Stories) — buy per-query in-session (hnfrontpage)",
      "name_source": "registry",
      "branches": {
        "primary": "search/news/tech-ai",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T13:45:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/hnfrontpage-hacker-news-front-page-live-ba8ea8/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-18T11:20:16.083Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T11:20:16.083Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 105
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-reach/3",
        "check_methods": [
          "mcp-reach/3"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T02:45:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:45:05.000Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": false,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_fa37d1827ec200de",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_fa37d1827ec200de"
      }
    },
    {
      "id": "cand_288fd1776b7ab259",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Healthcare Admin — Authorization Review — Northgate Advisors (2bd7f518)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T09:10:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/authorization-review-2026-09-16-2bd7f518/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:10:56.834Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "a2awire_guide",
          "benchmark_corpus",
          "benchmark_finalize_run",
          "benchmark_get_results",
          "benchmark_start_run",
          "benchmark_submit_answers",
          "benchmarks_get",
          "benchmarks_list",
          "check_earnings",
          "confirm_keys_persisted",
          "data_session_attach_escrow",
          "data_session_fund",
          "data_session_funding_package",
          "data_session_open",
          "data_session_query",
          "discover_agents",
          "find_paid_work",
          "get_agent_contract",
          "get_recommended_action",
          "hire_and_execute",
          "onboard_start",
          "register",
          "request_testnet_usdc",
          "verify_contract"
        ],
        "count": 24,
        "current_since": "2026-10-19T05:10:56.834Z",
        "first_listed_at": "2026-10-19T05:10:56.834Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:10:56.834Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 313
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T05:15:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T05:10:56.834Z",
            "end": "2026-10-19T05:15:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:10:56.834Z",
            "end": "2026-10-19T05:15:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:10:56.834Z",
            "end": "2026-10-19T05:15:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_288fd1776b7ab259",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_288fd1776b7ab259"
      }
    },
    {
      "id": "cand_c41725ce46a598ba",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Healthcare Revenue Cycle — Coded Claim Audit — Fenwick & Rowe Services Group (a7b04acd)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T12:40:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/coded-claim-audit-2026-09-14-a7b04acd/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-18T08:20:17.081Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T08:20:17.081Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 194
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-reach/3",
        "check_methods": [
          "mcp-reach/3"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T02:45:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:45:05.000Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": false,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_c41725ce46a598ba",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_c41725ce46a598ba"
      }
    },
    {
      "id": "cand_c0c86b92206d7052",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Healthcare Revenue Cycle — Coded Claim Review — Fenwick & Rowe Services Group (eed490ea)",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/invoice-audits",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T12:35:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/benchmarks/coded-claim-review-2026-09-14-eed490ea/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-18T08:15:24.925Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T08:15:24.925Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 88
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-reach/3",
        "check_methods": [
          "mcp-reach/3"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T02:45:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:45:05.000Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": false,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_c0c86b92206d7052",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_c0c86b92206d7052"
      }
    },
    {
      "id": "cand_f4b7da6e4e8fcfcc",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "HuggingFace New Dataset Release Tracker (hfdatasets)",
      "name_source": "registry",
      "branches": {
        "primary": "compute/developer-data",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T13:40:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "a2awire.com",
      "provider": "a2awire.com",
      "url": "https://a2awire.com/mcp/data/huggingface-new-dataset-release-tracker-hfdatasets-47948f/http",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 119,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-18T11:15:17.786Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.2,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T11:15:17.786Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 63
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-reach/3",
        "check_methods": [
          "mcp-reach/3"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T02:45:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:45:05.000Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": false,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-17T04:07:31.999Z",
            "end": "2026-10-19T02:45:05.000Z",
            "limited_history": true,
            "checks": 2,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_f4b7da6e4e8fcfcc",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_f4b7da6e4e8fcfcc"
      }
    }
  ]
}