{
  "api_status": "preview",
  "generated_at": "2026-10-19T20:21:03.040Z",
  "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/4). 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",
    "provider": "modernmustardseed.com",
    "sort": "evidence",
    "limit": 50,
    "offset": 0
  },
  "total": 7,
  "items": [
    {
      "id": "cand_d3f8cc820aa806ee",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "AI Search Kit",
      "name_source": "registry",
      "branches": {
        "primary": "web/site-analysis/agent-readiness",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T12:55:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/4",
        "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
        }
      },
      "host": "mcp.modernmustardseed.com",
      "provider": "modernmustardseed.com",
      "url": "https://mcp.modernmustardseed.com/ai-search-kit",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 13,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:46:18.611Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "audit_ai_readiness",
          "check_entity_consistency",
          "generate_llms_txt",
          "generate_local_business_schema",
          "validate_structured_data"
        ],
        "count": 5,
        "current_since": "2026-10-19T05:46:18.611Z",
        "first_listed_at": "2026-10-19T05:46:18.611Z",
        "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": "2026-10-17T05:07:33.667Z",
        "monitoring_days": 2.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:46:18.611Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 323
        }
      },
      "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": "2026-10-19T05:46:18.611Z",
            "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": "2026-10-19T05:46:18.611Z",
            "end": "2026-10-19T05:50:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
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            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
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            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:46:18.611Z",
            "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,
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            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T02:07:09.443Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_d3f8cc820aa806ee",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_d3f8cc820aa806ee"
      }
    },
    {
      "id": "cand_96c9856e4c7d6c1e",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Chief Dreamer",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/knowledge/notes",
        "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/4",
        "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
        }
      },
      "host": "dreamer.modernmustardseed.com",
      "provider": "modernmustardseed.com",
      "url": "https://dreamer.modernmustardseed.com/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 13,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "credentials",
          "how": [
            "oauth"
          ],
          "at": "2026-10-19T05:40:58.273Z",
          "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": "2026-10-17T05:07:33.667Z",
        "monitoring_days": 2.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:40:58.273Z",
          "result": "auth_required",
          "passed": true,
          "http_status": 401,
          "duration_ms": 93
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "credentials_request",
        "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": "2026-10-19T05:40:58.273Z",
            "end": "2026-10-19T05:45:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
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            "fastest_ms": null,
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            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:40:58.273Z",
            "end": "2026-10-19T05:45:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
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            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:40:58.273Z",
            "end": "2026-10-19T05:45:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
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            "p95_ms": null,
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            "fastest_ms": null,
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            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T02:07:09.443Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_96c9856e4c7d6c1e",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_96c9856e4c7d6c1e"
      }
    },
    {
      "id": "cand_3019bbd3029fc84f",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Domain Health",
      "name_source": "registry",
      "branches": {
        "primary": "messaging/email/deliverability",
        "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/4",
        "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
        }
      },
      "host": "mcp.modernmustardseed.com",
      "provider": "modernmustardseed.com",
      "url": "https://mcp.modernmustardseed.com/domain-health",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 13,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:31:34.892Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "check_domain_registration",
          "check_email_auth",
          "check_security_headers",
          "check_ssl",
          "full_domain_report"
        ],
        "count": 5,
        "current_since": "2026-10-19T05:31:34.892Z",
        "first_listed_at": "2026-10-19T05:31:34.892Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
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        "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": "2026-10-17T05:07:33.667Z",
        "monitoring_days": 2.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:31:34.892Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 334
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T05:35:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T05:31:34.892Z",
            "end": "2026-10-19T05:35:23.000Z",
            "limited_history": true,
            "checks": 1,
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            "not_timed": 0,
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          },
          {
            "window": "7d",
            "start": "2026-10-19T05:31:34.892Z",
            "end": "2026-10-19T05:35:23.000Z",
            "limited_history": true,
            "checks": 1,
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            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:31:34.892Z",
            "end": "2026-10-19T05:35:23.000Z",
            "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,
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            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T02:07:09.443Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_3019bbd3029fc84f",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_3019bbd3029fc84f"
      }
    },
    {
      "id": "cand_276643f3dcdd0991",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Dry Run",
      "name_source": "registry",
      "branches": {
        "primary": "calculate/math-science/business",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T15:05:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/4",
        "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
        }
      },
      "host": "mcp.modernmustardseed.com",
      "provider": "modernmustardseed.com",
      "url": "https://mcp.modernmustardseed.com/dry-run",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 13,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:31:35.069Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "list_presets",
          "rank_levers",
          "simulate_cash_year"
        ],
        "count": 3,
        "current_since": "2026-10-19T05:31:35.069Z",
        "first_listed_at": "2026-10-19T05:31:35.069Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
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      "evidence": {
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        "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": "2026-10-17T05:07:33.667Z",
        "monitoring_days": 2.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:31:35.069Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 202
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T05:35:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T05:31:35.069Z",
            "end": "2026-10-19T05:35:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
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          },
          {
            "window": "7d",
            "start": "2026-10-19T05:31:35.069Z",
            "end": "2026-10-19T05:35:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
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            "median_ms": null,
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          },
          {
            "window": "30d",
            "start": "2026-10-19T05:31:35.069Z",
            "end": "2026-10-19T05:35:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
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            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T02:07:09.443Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_276643f3dcdd0991",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_276643f3dcdd0991"
      }
    },
    {
      "id": "cand_6b7dd71a389cb048",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Package Pricing Lab",
      "name_source": "registry",
      "branches": {
        "primary": "calculate/math-science/business",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T10:40:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/4",
        "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
        }
      },
      "host": "mcp.modernmustardseed.com",
      "provider": "modernmustardseed.com",
      "url": "https://mcp.modernmustardseed.com/pricing-lab",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 13,
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