{
  "api_status": "preview",
  "generated_at": "2026-10-20T19:43:09.342Z",
  "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",
    "branch": "commerce/procurement",
    "sort": "evidence",
    "limit": 50,
    "offset": 0
  },
  "total": 218,
  "items": [
    {
      "id": "cand_f7e3cdcb2893fffb",
      "tier": "discovered",
      "type": "api_endpoint",
      "name": "TED Tender Monitor",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/public-tenders",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T14:55:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/public-tenders",
        "name": "Public tenders and government contracts",
        "description": "Search public tenders, government contract opportunities, awards and public spending."
      },
      "summary": {
        "text": "Searches EU public tender notices from TED by CPV code, country and keywords.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T14:55:05.000Z"
      },
      "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": true,
          "curated_catalogue": false,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "4yearcycle.com",
      "provider": "4yearcycle.com",
      "url": "https://4yearcycle.com/x402/tenders",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [
        "procurement",
        "tenders",
        "eu",
        "government-data",
        "ted"
      ],
      "category": null,
      "price_usd": 0.01,
      "price_source": "registry",
      "provider_endpoints": 3,
      "networks": [
        "eip155:8453"
      ],
      "networks_source": "observed",
      "payment_protocols": [
        "x402"
      ],
      "access": {
        "observed": {
          "requires": "payment",
          "how": [
            "x402"
          ],
          "at": "2026-10-20T10:25:41.963Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": {
        "codes": [
          "USD"
        ],
        "tokens": [
          "USDC"
        ],
        "source": "observed",
        "since": "2026-10-17T02:01:00.216Z",
        "method": "currency/1"
      },
      "tools": null,
      "payment_model": {
        "value": "per_call",
        "source": "observed",
        "method": "access/1"
      },
      "mainnet": true,
      "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": "2026-10-16T12:07:55.000Z",
        "monitoring_days": 4.3,
        "limited_evidence": true,
        "checks_30d": 4,
        "passed_30d": 4,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-20T10:25:41.963Z",
          "result": "payment_required",
          "passed": true,
          "http_status": 402,
          "duration_ms": 353
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "payment_request",
        "check_method": "candidate-x402/6",
        "check_methods": [
          "candidate-x402/4",
          "candidate-x402/6"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-20T10:30:29.881Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T10:30:29.881Z",
            "end": "2026-10-20T10:30:29.881Z",
            "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": "2026-10-18T02:05:48.104Z",
            "end": "2026-10-20T10:30:29.881Z",
            "limited_history": true,
            "checks": 3,
            "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": "2026-10-18T02:05:48.104Z",
            "end": "2026-10-20T10:30:29.881Z",
            "limited_history": true,
            "checks": 3,
            "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": {
        "calls_30d": 8,
        "unique_payers_30d": 5,
        "note": "Reported by the registry; not our measurement."
      },
      "payment_terms": {
        "current_since": "2026-10-17T02:01:00.216Z",
        "changes_30d": 0,
        "changes_90d": 0,
        "pay_to_changes_90d": 0,
        "last_change_at": null,
        "last_change_kinds": [],
        "window_start": "2026-10-16T15:44:38.000Z",
        "limited": true
      },
      "registry_listing": {
        "last_seen_at": "2026-10-20T00:55:23.000Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_f7e3cdcb2893fffb",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_f7e3cdcb2893fffb"
      }
    },
    {
      "id": "cand_c76171629380d1ac",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Agentic Fabrication Network (AFN)",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/custom-manufacturing",
        "secondary": [],
        "method_version": "placement-ai/5",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T22:20:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/custom-manufacturing",
        "name": "Custom parts and manufacturing",
        "description": "Get parts made to a specification: quotes, orders and should-cost estimates for machining, printing and fabrication."
      },
      "summary": {
        "text": "Gets quotes for 3D printing, CNC machining and decals, then checks out.",
        "source": "automated",
        "method": "placement-ai/5",
        "written_at": "2026-10-18T22:20:05.000Z"
      },
      "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": "agenticfabricationnetwork.ai",
      "provider": "agenticfabricationnetwork.ai",
      "url": "https://agenticfabricationnetwork.ai/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T04:00:52.361Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
          "create_checkout",
          "finalize_quote",
          "get_fabrication_quote",
          "get_material_guide",
          "get_network_capabilities",
          "get_order_status",
          "get_shop_gauges",
          "leave_review",
          "list_orders",
          "poll_quote",
          "preview_quote",
          "refine_quote",
          "reply_to_maker"
        ],
        "count": 13,
        "current_since": "2026-10-19T04:00:52.361Z",
        "first_listed_at": "2026-10-19T04:00:52.361Z",
        "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": "2026-10-17T03:07:30.870Z",
        "monitoring_days": 3.7,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:00:52.361Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 409
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T04:05:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T04:00:52.361Z",
            "end": "2026-10-19T04:05:23.000Z",
            "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": "2026-10-19T04:00:52.361Z",
            "end": "2026-10-19T04:05:23.000Z",
            "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": "2026-10-19T04:00:52.361Z",
            "end": "2026-10-19T04:05:23.000Z",
            "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": "2026-10-18T22:07:16.433Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_c76171629380d1ac",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_c76171629380d1ac"
      }
    },
    {
      "id": "cand_056a9cff14e64b97",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "AirShelf Catalog",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/suppliers",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T08:20:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/suppliers",
        "name": "Suppliers and wholesale ordering",
        "description": "Find and compare suppliers and manufacturers, browse wholesale catalogues, request quotes and order."
      },
      "summary": {
        "text": "Searches and compares B2B products across vendors and requests quotes.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T08:20:05.000Z"
      },
      "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": "mcp.airshelf.ai",
      "provider": "airshelf.ai",
      "url": "https://mcp.airshelf.ai/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T03:36:11.877Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
          "compare_products",
          "explain_product",
          "find_products",
          "get_product",
          "list_merchants",
          "request_quote",
          "research_shopping",
          "search_catalog"
        ],
        "count": 8,
        "current_since": "2026-10-19T03:36:11.877Z",
        "first_listed_at": "2026-10-19T03:36:11.877Z",
        "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": "2026-10-17T03:07:30.870Z",
        "monitoring_days": 3.7,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T03:36:11.877Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 1117
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T03:40:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T03:36:11.877Z",
            "end": "2026-10-19T03:40:23.000Z",
            "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": "2026-10-19T03:36:11.877Z",
            "end": "2026-10-19T03:40:23.000Z",
            "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": "2026-10-19T03:36:11.877Z",
            "end": "2026-10-19T03:40:23.000Z",
            "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": "2026-10-18T22:07:16.433Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_056a9cff14e64b97",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_056a9cff14e64b97"
      }
    },
    {
      "id": "cand_425d92b756c8eca1",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "AwardCast Federal Contracts",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/public-tenders",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T09:45:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/public-tenders",
        "name": "Public tenders and government contracts",
        "description": "Search public tenders, government contract opportunities, awards and public spending."
      },
      "summary": {
        "text": "Provides US federal contracting data on open solicitations, agencies, contractors and prices.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T09:45:05.000Z"
      },
      "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": "awardcast.ai",
      "provider": "awardcast.ai",
      "url": "https://awardcast.ai/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T03:45:50.783Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
          "agency_profile",
          "contractor_profile",
          "fetch",
          "open_solicitations",
          "price_band",
          "search",
          "track_record",
          "upcoming_recompetes"
        ],
        "count": 8,
        "current_since": "2026-10-19T03:45:50.783Z",
        "first_listed_at": "2026-10-19T03:45:50.783Z",
        "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": "2026-10-17T03:07:30.870Z",
        "monitoring_days": 3.7,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T03:45:50.783Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 731
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
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        "windows": [
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        "description": "Find and compare suppliers and manufacturers, browse wholesale catalogues, request quotes and order."
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      "name": "ADF: EU Tenders, EU Funding, EU Medicines, CVE KEV EPSS, EU CERT Advisories, Amsterdam Events",
      "name_source": "registry",
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        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:10:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/public-tenders",
        "name": "Public tenders and government contracts",
        "description": "Search public tenders, government contract opportunities, awards and public spending."
      },
      "summary": {
        "text": "Searches EU tenders, funding, medicines, CVEs, advisories and Amsterdam events.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T11:10:05.000Z"
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          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "agentdatafeed.com",
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      "operator": null,
      "tags": [],
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      "provider_endpoints": 5,
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        "schedule_tier": "daily",
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        "last_check": {
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          "http_status": 200,
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      },
      "response_times": {
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        ],
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    },
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      "name": "AI-TENDER — open procurements of Belarus",
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      "branches": {
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        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
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        "name": "Public tenders and government contracts",
        "description": "Search public tenders, government contract opportunities, awards and public spending."
      },
      "summary": {
        "text": "Searches open Belarusian public procurements by keyword or customer number, with source links.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T09:25:05.000Z"
      },
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          "not_computable_locally": true,
          "not_test_address": true,
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        }
      },
      "host": "ai-tender.by",
      "provider": "ai-tender.by",
      "url": "https://ai-tender.by/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
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        "names": [
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      },
      "response_times": {
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      },
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        "api": "https://agentservicedirectory.com/api/v1/services/cand_34fdf5f3cf3baaab"
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    },
    {
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      "name": "AIURION Agentic 3D Printing — San Francisco",
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        "primary": "commerce/procurement/custom-manufacturing",
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        "method_version": "placement-ai/6",
        "tree_version": "tree/3",
        "placed_at": "2026-10-19T04:55:23.000Z"
      },
      "place": {
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        "name": "Custom parts and manufacturing",
        "description": "Get parts made to a specification: quotes, orders and should-cost estimates for machining, printing and fabrication."
      },
      "summary": {
        "text": "Prepares 3D-printed enclosures, grippers and fixtures from specs, with quotes and browser checkout.",
        "source": "automated",
        "method": "placement-ai/6",
        "written_at": "2026-10-19T04:55:23.000Z"
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      },
      "host": "aiurion.com",
      "provider": "aiurion.com",
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      "method": "GET",
      "templated_url": false,
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        },
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          "prepare_gripper",
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          "prepare_workholding",
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          "printing.checkout.create",
          "printing.orders.get",
          "printing.quotes.create",
          "printing.quotes.get",
          "printing.quotes.preview",
          "printing.quotes.update",
          "printing.sessions.start",
          "quote_enclosure",
          "quote_gripper",
          "quote_stamping",
          "quote_workholding"
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          "duration_ms": 460
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      },
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        ],
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      },
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        "api": "https://agentservicedirectory.com/api/v1/services/cand_f2a36494aac59096"
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    },
    {
      "id": "cand_a15c5b781d1f8584",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "AnyCutlist",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/custom-manufacturing",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:50:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/custom-manufacturing",
        "name": "Custom parts and manufacturing",
        "description": "Get parts made to a specification: quotes, orders and should-cost estimates for machining, printing and fabrication."
      },
      "summary": {
        "text": "Parses cutting lists into parts and requests manufacturing quotes and machine files.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T11:50:05.000Z"
      },
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          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "www.anycutlist.com",
      "provider": "anycutlist.com",
      "url": "https://www.anycutlist.com/api/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
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      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
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      "access": {
        "observed": {
          "requires": "credentials",
          "how": [
            "oauth"
          ],
          "at": "2026-10-19T04:45:58.287Z",
          "method": "access/1"
        },
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        "schedule_tier": "daily",
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      },
      "response_times": {
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          {
            "window": "30d",
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          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
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      "registry_listing": {
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        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_a15c5b781d1f8584",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_a15c5b781d1f8584"
      }
    },
    {
      "id": "cand_cb68fccf44bbf53f",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "AuraVMS",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/suppliers",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T12:45:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/suppliers",
        "name": "Suppliers and wholesale ordering",
        "description": "Find and compare suppliers and manufacturers, browse wholesale catalogues, request quotes and order."
      },
      "summary": {
        "text": "Manages suppliers, sends RFQs, compares quotes and places purchase orders.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T12:45:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
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          "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": "mcp.auravms.com",
      "provider": "auravms.com",
      "url": "https://mcp.auravms.com/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
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      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
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      "payment_protocols": [],
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          "how": [
            "oauth"
          ],
          "at": "2026-10-19T04:46:02.951Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": null,
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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": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.6,
        "limited_evidence": true,
        "checks_30d": 3,
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        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:46:02.951Z",
          "result": "auth_required",
          "passed": true,
          "http_status": 401,
          "duration_ms": 121
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "credentials_request",
        "check_method": "mcp-handshake/1",
        "check_methods": [
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        "windows": [
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          },
          {
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          {
            "window": "30d",
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            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
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      "registry_listing": {
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        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_cb68fccf44bbf53f",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_cb68fccf44bbf53f"
      }
    },
    {
      "id": "cand_d43fc8504463b956",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "BidSparq",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/public-tenders",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T13:00:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/public-tenders",
        "name": "Public tenders and government contracts",
        "description": "Search public tenders, government contract opportunities, awards and public spending."
      },
      "summary": {
        "text": "Searches government RFPs, awards, vendors and contract vehicles, with pursuit tracking.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T13:00:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
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          "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": "bidsparq.com",
      "provider": "bidsparq.com",
      "url": "https://bidsparq.com/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
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          "how": [
            "oauth"
          ],
          "at": "2026-10-19T04:51:13.552Z",
          "method": "access/1"
        },
        "stated": null
      },
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        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.6,
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        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:51:13.552Z",
          "result": "auth_required",
          "passed": true,
          "http_status": 401,
          "duration_ms": 307
        }
      },
      "response_times": {
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        "operation": "credentials_request",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T04:55:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T04:51:13.552Z",
            "end": "2026-10-19T04:55:23.000Z",
            "limited_history": true,
            "checks": 1,
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            "not_timed": 0,
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            "p95_to_median": null
          },
          {
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          },
          {
            "window": "30d",
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          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
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        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_d43fc8504463b956",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_d43fc8504463b956"
      }
    },
    {
      "id": "cand_6ec38f0f0233d1d9",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "BuyingMesh Procurement",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/suppliers",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T10:45:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/suppliers",
        "name": "Suppliers and wholesale ordering",
        "description": "Find and compare suppliers and manufacturers, browse wholesale catalogues, request quotes and order."
      },
      "summary": {
        "text": "Searches B2B supply, requests quotes, and handles orders and fulfilment status.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_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": "buyingmesh.com",
      "provider": "buyingmesh.com",
      "url": "https://buyingmesh.com/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T04:36:08.511Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
          "cancel_order",
          "compare_quotes",
          "compare_supplier_offers",
          "contact_support",
          "create_order",
          "create_quote",
          "estimate_landed_cost",
          "get_order_status",
          "get_product",
          "get_quote",
          "get_supplier",
          "get_supplier_performance",
          "list_supplier_products",
          "lookup_tariffs",
          "request_buyer_confirmation",
          "search_products",
          "search_shipping_rates",
          "search_suppliers",
          "submit_inquiry",
          "update_order_status"
        ],
        "count": 20,
        "current_since": "2026-10-19T04:36:08.511Z",
        "first_listed_at": "2026-10-19T04:36:08.511Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
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      "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": 3.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:36:08.511Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 67
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T04:40:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T04:36:08.511Z",
            "end": "2026-10-19T04:40:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
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            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T04:36:08.511Z",
            "end": "2026-10-19T04:40:23.000Z",
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            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
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            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T04:36:08.511Z",
            "end": "2026-10-19T04:40:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
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            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_6ec38f0f0233d1d9",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_6ec38f0f0233d1d9"
      }
    },
    {
      "id": "cand_afaf1cd06bf96c66",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "CNC Compass",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T12:10:05.000Z"
      },
      "place": {
        "id": "commerce/procurement",
        "name": "Procurement and suppliers",
        "description": "Procurement, public tenders, supplier search and business-to-business ordering."
      },
      "summary": {
        "text": "Searches reviewed Chinese CNC machining suppliers, with each fact linked to its source.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T12:10:05.000Z"
      },
      "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": "cnccompass.com",
      "provider": "cnccompass.com",
      "url": "https://cnccompass.com/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T04:51:26.701Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
          "get_supplier",
          "list_facets",
          "search_suppliers"
        ],
        "count": 3,
        "current_since": "2026-10-19T04:51:26.701Z",
        "first_listed_at": "2026-10-19T04:51:26.701Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
      "payment_model": null,
      "mainnet": null,
      "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": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:51:26.701Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 2362
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T04:55:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T04:51:26.701Z",
            "end": "2026-10-19T04:55:23.000Z",
            "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": "2026-10-19T04:51:26.701Z",
            "end": "2026-10-19T04:55:23.000Z",
            "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,
            "slowest_ms": null,
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            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T04:51:26.701Z",
            "end": "2026-10-19T04:55:23.000Z",
            "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_afaf1cd06bf96c66",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_afaf1cd06bf96c66"
      }
    },
    {
      "id": "cand_cd5f45b51caecfe9",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Cintra Supply Quote Desk",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/suppliers",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T12:50:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/suppliers",
        "name": "Suppliers and wholesale ordering",
        "description": "Find and compare suppliers and manufacturers, browse wholesale catalogues, request quotes and order."
      },
      "summary": {
        "text": "Quotes and wholesale orders for industrial and operational supplies from a US distributor.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_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": "www.cintrasupply.com",
      "provider": "cintrasupply.com",
      "url": "https://www.cintrasupply.com/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T04:51:22.489Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
          "accept_quote",
          "get_order",
          "get_quote",
          "get_supplier_capabilities",
          "submit_rfq"
        ],
        "count": 5,
        "current_since": "2026-10-19T04:51:22.489Z",
        "first_listed_at": "2026-10-19T04:51:22.489Z",
        "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": 3.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:51:22.489Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 249
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T04:55:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T04:51:22.489Z",
            "end": "2026-10-19T04:55:23.000Z",
            "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": "2026-10-19T04:51:22.489Z",
            "end": "2026-10-19T04:55:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
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            "p95_ms": null,
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            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T04:51:22.489Z",
            "end": "2026-10-19T04:55:23.000Z",
            "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_cd5f45b51caecfe9",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_cd5f45b51caecfe9"
      }
    },
    {
      "id": "cand_1f3b61857b05c963",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Clutch.co",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/suppliers",
        "secondary": [],
        "method_version": "placement-ai/6",
        "tree_version": "tree/3",
        "placed_at": "2026-10-19T04:20:23.000Z"
      },
      "place": {
        "id": "commerce/procurement/suppliers",
        "name": "Suppliers and wholesale ordering",
        "description": "Find and compare suppliers and manufacturers, browse wholesale catalogues, request quotes and order."
      },
      "summary": {
        "text": "Looks up B2B service providers' ratings, reviews and fixed-price service packages.",
        "source": "automated",
        "method": "placement-ai/6",
        "written_at": "2026-10-19T04:20:23.000Z"
      },
      "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": "bot.clutch.co",
      "provider": "clutch.co",
      "url": "https://bot.clutch.co/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T04:21:13.882Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
          "get_provider_info",
          "get_service_packages",
          "get_service_provider_reviews",
          "recommend_service_providers",
          "send_message_to_provider"
        ],
        "count": 5,
        "current_since": "2026-10-19T04:21:13.882Z",
        "first_listed_at": "2026-10-19T04:21:13.882Z",
        "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": 3.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:21:13.882Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 322
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T04:25:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T04:21:13.882Z",
            "end": "2026-10-19T04:25:23.000Z",
            "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": "2026-10-19T04:21:13.882Z",
            "end": "2026-10-19T04:25:23.000Z",
            "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,
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            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T04:21:13.882Z",
            "end": "2026-10-19T04:25:23.000Z",
            "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_1f3b61857b05c963",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_1f3b61857b05c963"
      }
    },
    {
      "id": "cand_32ef2ac064add1fc",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Cyclone Machining Co. agent door",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/custom-manufacturing",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T09:20:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/custom-manufacturing",
        "name": "Custom parts and manufacturing",
        "description": "Get parts made to a specification: quotes, orders and should-cost estimates for machining, printing and fabrication."
      },
      "summary": {
        "text": "Takes quote requests for prototype machining from a Michigan machine shop.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_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": "for.cyclonemachining.com",
      "provider": "cyclonemachining.com",
      "url": "https://for.cyclonemachining.com/api/rfq",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T04:36:11.535Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
          "file_quote_request",
          "get_door_schema"
        ],
        "count": 2,
        "current_since": "2026-10-19T04:36:11.535Z",
        "first_listed_at": "2026-10-19T04:36:11.535Z",
        "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": 3.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:36:11.535Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 471
        }
      },
      "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": "2026-10-19T04:36:11.535Z",
            "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": "2026-10-19T04:36:11.535Z",
            "end": "2026-10-19T05:00:23.000Z",
            "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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            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T04:36:11.535Z",
            "end": "2026-10-19T05:00:23.000Z",
            "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": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_32ef2ac064add1fc",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_32ef2ac064add1fc"
      }
    },
    {
      "id": "cand_d57ddab64ec30b8a",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Datailo: one MCP connection to tenders, EU regulation and law",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/public-tenders",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T13:00:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/public-tenders",
        "name": "Public tenders and government contracts",
        "description": "Search public tenders, government contract opportunities, awards and public spending."
      },
      "summary": {
        "text": "Connects to public tenders, EU regulation and law databases through one MCP.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T13:00:05.000Z"
      },
      "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": "mcp.datailo.com",
      "provider": "datailo.com",
      "url": "https://mcp.datailo.com/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T04:51:28.634Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
          "datailo_account",
          "datailo_catalog",
          "datailo_connect",
          "datailo_connect_verify",
          "datailo_describe",
          "datailo_disable",
          "datailo_enable",
          "datailo_invoke",
          "datailo_plan",
          "datailo_start_here",
          "datailo_tool_schema",
          "datailo_tools",
          "datailo_workflow",
          "datailo_workflows",
          "feedback",
          "notifications",
          "submit_feedback"
        ],
        "count": 17,
        "current_since": "2026-10-19T04:51:28.634Z",
        "first_listed_at": "2026-10-19T04:51:28.634Z",
        "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": 3.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:51:28.634Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 1269
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
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        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T05:00:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T04:51:28.634Z",
            "end": "2026-10-19T05:00:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
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            "fastest_ms": null,
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            "p95_to_median": null
          },
          {
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          {
            "window": "30d",
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            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_d57ddab64ec30b8a",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_d57ddab64ec30b8a"
      }
    },
    {
      "id": "cand_5d13b57fab736e2b",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Entogo power-equipment knowledge & tools",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/suppliers",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T10:20:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/suppliers",
        "name": "Suppliers and wholesale ordering",
        "description": "Find and compare suppliers and manufacturers, browse wholesale catalogues, request quotes and order."
      },
      "summary": {
        "text": "Supplies power equipment catalogue, lead times, EV sizing and quote requests.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_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": "entogo.ca",
      "provider": "entogo.ca",
      "url": "https://entogo.ca/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
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        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T04:35:52.532Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
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          "get_company_facts",
          "get_lead_time",
          "get_product",
          "list_products",
          "request_quote_handoff",
          "search_knowledge"
        ],
        "count": 7,
        "current_since": "2026-10-19T04:35:52.532Z",
        "first_listed_at": "2026-10-19T04:35:52.532Z",
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        "changes_90d": 0
      },
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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": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:35:52.532Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 1134
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T04:40:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T04:35:52.532Z",
            "end": "2026-10-19T04:40:23.000Z",
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            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
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            "p90_ms": null,
            "p95_ms": null,
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            "p95_to_median": null
          },
          {
            "window": "7d",
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            "end": "2026-10-19T04:40:23.000Z",
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            "p95_ms": null,
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            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T04:35:52.532Z",
            "end": "2026-10-19T04:40:23.000Z",
            "limited_history": true,
            "checks": 1,
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            "p95_ms": null,
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            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
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      "registry_listing": {
        "last_seen_at": "2026-10-19T00:07:09.098Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_5d13b57fab736e2b",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_5d13b57fab736e2b"
      }
    },
    {
      "id": "cand_a87d51ed2a2c534b",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "KERF",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/custom-manufacturing",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T12:00:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/custom-manufacturing",
        "name": "Custom parts and manufacturing",
        "description": "Get parts made to a specification: quotes, orders and should-cost estimates for machining, printing and fabrication."
      },
      "summary": {
        "text": "Quotes and orders waterjet-cut metal parts from a CAD file with checkout.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T12:00:05.000Z"
      },
      "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": "kerf.au",
      "provider": "kerf.au",
      "url": "https://kerf.au/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "credentials",
          "how": [
            "oauth"
          ],
          "at": "2026-10-19T04:35:48.896Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
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        "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": 3.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:35:48.896Z",
          "result": "auth_required",
          "passed": true,
          "http_status": 401,
          "duration_ms": 592
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "credentials_request",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T04:40:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T04:35:48.896Z",
            "end": "2026-10-19T04:40:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
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            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T04:35:48.896Z",
            "end": "2026-10-19T04:40:23.000Z",
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            "checks": 1,
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          },
          {
            "window": "30d",
            "start": "2026-10-19T04:35:48.896Z",
            "end": "2026-10-19T04:40:23.000Z",
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            "checks": 1,
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            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T00:07:09.098Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_a87d51ed2a2c534b",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_a87d51ed2a2c534b"
      }
    },
    {
      "id": "cand_83bdaa87efe86d8b",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Scope (AEC) - Preview",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/suppliers",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:15:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/suppliers",
        "name": "Suppliers and wholesale ordering",
        "description": "Find and compare suppliers and manufacturers, browse wholesale catalogues, request quotes and order."
      },
      "summary": {
        "text": "Procurement layer for finding and hiring construction subcontractors (preview).",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T11:15:05.000Z"
      },
      "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": "scope.bid",
      "provider": "scope.bid",
      "url": "https://scope.bid/api/mcp/aec",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 3,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
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          "requires": "credentials",
          "how": [
            "oauth"
          ],
          "at": "2026-10-19T04:40:46.361Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": null,
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      "mainnet": null,
      "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": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:40:46.361Z",
          "result": "auth_required",
          "passed": true,
          "http_status": 401,
          "duration_ms": 192
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "credentials_request",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T04:45:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T04:40:46.361Z",
            "end": "2026-10-19T04:45:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
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            "p95_ms": null,
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            "p95_to_median": null
          },
          {
            "window": "7d",
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            "end": "2026-10-19T04:45:23.000Z",
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            "p95_to_median": null
          },
          {
            "window": "30d",
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            "end": "2026-10-19T04:45:23.000Z",
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          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T00:07:09.098Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_83bdaa87efe86d8b",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_83bdaa87efe86d8b"
      }
    },
    {
      "id": "cand_1a5b9c9b40dfb949",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "TORDO — Mercado Público de Chile",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/public-tenders",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T08:50:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/public-tenders",
        "name": "Public tenders and government contracts",
        "description": "Search public tenders, government contract opportunities, awards and public spending."
      },
      "summary": {
        "text": "Searches Chilean public tenders, historical prices, competitors and buyers.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_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": "api.tordo.cl",
      "provider": "tordo.cl",
      "url": "https://api.tordo.cl/mcp/",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T04:21:11.165Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
          "buscar_productos",
          "panel_de_licitacion",
          "perfil_de_comprador",
          "precio_de_producto"
        ],
        "count": 4,
        "current_since": "2026-10-19T04:21:11.165Z",
        "first_listed_at": "2026-10-19T04:21:11.165Z",
        "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": 3.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:21:11.165Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 369
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T04:25:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T04:21:11.165Z",
            "end": "2026-10-19T04:25:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
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            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T04:21:11.165Z",
            "end": "2026-10-19T04:25:23.000Z",
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            "checks": 1,
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          {
            "window": "30d",
            "start": "2026-10-19T04:21:11.165Z",
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        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T00:07:09.098Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_1a5b9c9b40dfb949",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_1a5b9c9b40dfb949"
      }
    },
    {
      "id": "cand_127f3b9ad42d88e4",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "a2a2p — Agent-to-Agent-to-Physical",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/custom-manufacturing",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T08:35:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/custom-manufacturing",
        "name": "Custom parts and manufacturing",
        "description": "Get parts made to a specification: quotes, orders and should-cost estimates for machining, printing and fabrication."
      },
      "summary": {
        "text": "Turns design intent into physical parts with engineering review and calibrated pricing.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_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": "a2a2p.com",
      "provider": "a2a2p.com",
      "url": "https://a2a2p.com/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
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          "at": "2026-10-19T04:25:56.747Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
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          "build_supplier_request_package",
          "check_quote_job",
          "check_request_status",
          "derive_rectangular_beam_section",
          "explore_rectangular_beam_sections",
          "get_supply_options",
          "normalize_stl_units",
          "plan_material_evidence_promotion",
          "prepare_derived_beam_simulation",
          "prepare_domain_solutioning_case",
          "prepare_reviewed_beam_simulation",
          "prepare_simulation_study",
          "qualify_specification_exchange_need",
          "render_supplier_email_binding",
          "request_physical_solution",
          "request_provider_estimate",
          "review_specification",
          "revise_requirement",
          "run_bounded_simulation_study",
          "translate_materials_project_elasticity",
          "upload_design_file",
          "validate_actualization_plan",
          "validate_domain_solutioning_result",
          "validate_material_property_evidence",
          "validate_rectangular_beam_section_derivation",
          "validate_rectangular_beam_section_design_space",
          "validate_simulation_study_result"
        ],
        "count": 28,
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        "check_interval": "daily",
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        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.6,
        "limited_evidence": true,
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        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
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          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 97
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
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        "computed_at": "2026-10-19T04:30:23.000Z",
        "windows": [
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            "window": "24h",
            "start": "2026-10-19T04:25:56.747Z",
            "end": "2026-10-19T04:30:23.000Z",
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          },
          {
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          {
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          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
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      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_127f3b9ad42d88e4",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_127f3b9ad42d88e4"
      }
    },
    {
      "id": "cand_9f49417440cffbd6",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "apMZoomAI · Dongdaemun wholesale",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/suppliers",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:50:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/suppliers",
        "name": "Suppliers and wholesale ordering",
        "description": "Find and compare suppliers and manufacturers, browse wholesale catalogues, request quotes and order."
      },
      "summary": {
        "text": "Searches Dongdaemun wholesale fashion items, new arrivals and market stalls.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T11:50:05.000Z"
      },
      "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": "www.apmzoom.com",
      "provider": "apmzoom.com",
      "url": "https://www.apmzoom.com/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
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          "at": "2026-10-19T04:45:58.641Z",
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        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
          "find_stalls",
          "get_new_arrivals",
          "get_product",
          "list_buildings",
          "search_products"
        ],
        "count": 5,
        "current_since": "2026-10-19T04:45:58.641Z",
        "first_listed_at": "2026-10-19T04:45:58.641Z",
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      },
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        "check_interval": "daily",
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        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:45:58.641Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 729
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
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        ],
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        "computed_at": "2026-10-19T04:50:23.000Z",
        "windows": [
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          },
          {
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          {
            "window": "30d",
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          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
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      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_9f49417440cffbd6",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_9f49417440cffbd6"
      }
    },
    {
      "id": "cand_66a210e4360e0678",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "ce-net",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/custom-manufacturing",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T10:35:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/custom-manufacturing",
        "name": "Custom parts and manufacturing",
        "description": "Get parts made to a specification: quotes, orders and should-cost estimates for machining, printing and fabrication."
      },
      "summary": {
        "text": "Finds factories and digital twins worldwide and requests builds from makers.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T10:35:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
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          "says_what_it_does": true,
          "answers_now": true,
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          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "ce-net.com",
      "provider": "ce-net.com",
      "url": "https://ce-net.com/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
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          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
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          "agent_me",
          "app_publish",
          "apps_search",
          "compute_backends",
          "compute_cancel",
          "compute_check",
          "compute_logs",
          "compute_quote",
          "compute_status",
          "compute_submit",
          "intro_answer",
          "introduce_me",
          "intros",
          "request",
          "request_status",
          "thread_post",
          "thread_read",
          "thread_reply",
          "threads_list",
          "tool_add",
          "tools_search",
          "twin_get",
          "twins_near",
          "twins_search",
          "what_we_can_do",
          "whoami"
        ],
        "count": 27,
        "current_since": "2026-10-19T04:41:02.136Z",
        "first_listed_at": "2026-10-19T04:41:02.136Z",
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      },
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        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T04:07:31.999Z",
        "monitoring_days": 3.6,
        "limited_evidence": true,
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        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T04:41:02.136Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 978
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
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        ],
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        "windows": [
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          {
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          },
          {
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          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
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      "registry_listing": {
        "last_seen_at": "2026-10-19T01:07:08.906Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_66a210e4360e0678",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_66a210e4360e0678"
      }
    },
    {
      "id": "cand_f0f8c6411339e78f",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "com.alexstokes.api/uk-tender-data",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/public-tenders",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T13:35:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/public-tenders",
        "name": "Public tenders and government contracts",
        "description": "Search public tenders, government contract opportunities, awards and public spending."
      },
      "summary": {
        "text": "Searches UK Find a Tender notices.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T13:35:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
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          "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": "api.alexstokes.com",
      "provider": "alexstokes.com",
      "url": "https://api.alexstokes.com/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
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      "price_source": null,
      "provider_endpoints": 2,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
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          "how": [],
          "at": "2026-10-19T04:51:19.174Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
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          "get_tender_details",
          "search_tenders"
        ],
        "count": 3,
        "current_since": "2026-10-19T04:51:19.174Z",
        "first_listed_at": "2026-10-19T04:51:19.174Z",
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        "changes_90d": 0
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        "schedule_tier": "daily",
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        "last_check": {
          "at": "2026-10-19T04:51:19.174Z",
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          "http_status": 200,
          "duration_ms": 857
        }
      },
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        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T04:55:23.000Z",
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        "name": "Suppliers and wholesale ordering",
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    },
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      "name": "com.dropwatchhq/govcon-feed",
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        }
      },
      "host": "govcon.dropwatchhq.com",
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          "whats_changed_since"
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        "api": "https://agentservicedirectory.com/api/v1/services/cand_8835d3036385b7c3"
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    },
    {
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      "type": "mcp_server",
      "name": "com.dropwatchhq/govcon-recompete",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/public-tenders",
        "secondary": [],
        "method_version": "placement-ai/6",
        "tree_version": "tree/3",
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      },
      "place": {
        "id": "commerce/procurement/public-tenders",
        "name": "Public tenders and government contracts",
        "description": "Search public tenders, government contract opportunities, awards and public spending."
      },
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        "text": "Predicts winners of expiring federal contract recompetes and lists likely competing bidders.",
        "source": "automated",
        "method": "placement-ai/6",
        "written_at": "2026-10-19T04:35:23.000Z"
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          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "recompete.dropwatchhq.com",
      "provider": "dropwatchhq.com",
      "url": "https://recompete.dropwatchhq.com/mcp",
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      "templated_url": false,
      "operator": null,
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      "provider_endpoints": 34,
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        },
        "stated": null
      },
      "currency": null,
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          "lane_competitors",
          "predict_recompete"
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          "http_status": 200,
          "duration_ms": 66
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      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
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          "mcp-handshake/1"
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        ],
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      },
      "registry_usage": null,
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      "links": {
        "page": "https://agentservicedirectory.com/services/cand_4322c9a501906e95",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_4322c9a501906e95"
      }
    },
    {
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      "tier": "discovered",
      "type": "mcp_server",
      "name": "com.editalmd/editalmd",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/public-tenders",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:00:05.000Z"
      },
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        "name": "Public tenders and government contracts",
        "description": "Search public tenders, government contract opportunities, awards and public spending."
      },
      "summary": {
        "text": "Searches Brazilian PNCP public tenders, deadlines, tender text and sets alerts.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T11:00:05.000Z"
      },
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        }
      },
      "host": "editalmd.com",
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          "analyze_participation",
          "api_index",
          "attach_company_document",
          "awarded_prices",
          "claim_guest_tracking",
          "company_documents",
          "consulta_cadastro",
          "consulta_cep",
          "consulta_cnpj",
          "consulta_endereco",
          "consulta_sugerir",
          "create_alert",
          "create_alerts_by_cnpj",
          "create_owner",
          "evaluation_basic",
          "evaluation_basic_result",
          "evaluation_premium",
          "evaluation_quota",
          "framework_agreements",
          "generation_status",
          "get_deadlines",
          "get_document",
          "get_document_dossier",
          "get_owner",
          "get_participation",
          "get_procurement",
          "get_qualification",
          "get_reading_manifest",
          "get_tender_markdown",
          "health",
          "list_alert_matches",
          "list_cnaes",
          "list_document_files",
          "list_examples",
          "list_my_companies",
          "list_saved",
          "list_watch_events",
          "lookup_reference",
          "my_account",
          "my_documents",
          "my_procurements",
          "open_tenders_in_field",
          "original_status",
          "preview_alert",
          "procurement_plans",
          "remove_company",
          "remove_company_document",
          "remove_saved",
          "request_original",
          "rotate_webhook_secret",
          "save_procurement",
          "search_companies",
          "search_tenders",
          "select_company",
          "update_alert",
          "watch_procurement",
          "who_supplies"
        ],
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      },
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        ],
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      },
      "registry_usage": null,
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        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_7b21906a40706f10",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_7b21906a40706f10"
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    },
    {
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      "name": "EU & UK Tenders Scraper: TED + Find a Tender",
      "name_source": "registry",
      "branches": {
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        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T09:45:05.000Z"
      },
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        "name": "Public tenders and government contracts",
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      },
      "summary": {
        "text": "Searches EU TED and UK Find a Tender for tenders and contract awards.",
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        "method": "placement-ai/3",
        "written_at": "2026-10-18T09:45:05.000Z"
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          "not_computable_locally": true,
          "not_test_address": true,
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        }
      },
      "host": "mcp.apify.com",
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      "url": "https://mcp.apify.com/?tools=meridianlabs/eu-uk-tenders-scraper",
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      "operator": null,
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      "provider_endpoints": 597,
      "networks": [],
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          "how": [
            "bearer"
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          "at": "2026-10-20T06:55:44.002Z",
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        "last_check": {
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          "result": "auth_required",
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          "http_status": 401,
          "duration_ms": 26
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      },
      "response_times": {
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        "operation": "credentials_request",
        "check_method": "mcp-handshake/1",
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          {
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          }
        ],
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      },
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      "registry_listing": {
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        "listed": true
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      "links": {
        "page": "https://agentservicedirectory.com/services/cand_431edbca244242aa",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_431edbca244242aa"
      }
    },
    {
      "id": "cand_97a0f49b2e1ecefd",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Fed-Spend",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/public-tenders",
        "secondary": [],
        "method_version": "placement-ai/5",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T22:05:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/public-tenders",
        "name": "Public tenders and government contracts",
        "description": "Search public tenders, government contract opportunities, awards and public spending."
      },
      "summary": {
        "text": "Searches US federal contract awards, SAM.gov opportunities, recompetes and protests, with win estimates.",
        "source": "automated",
        "method": "placement-ai/5",
        "written_at": "2026-10-18T22:05:05.000Z"
      },
      "package": null,
      "directory": {
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        "method_version": "listing-criteria/5",
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          "says_what_it_does": true,
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          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "fed-spend.com",
      "provider": "fed-spend.com",
      "url": "https://fed-spend.com/api/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
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      "networks_source": "registry",
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          "how": [
            "oauth"
          ],
          "at": "2026-10-19T05:35:59.521Z",
          "method": "access/1"
        },
        "stated": {
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          "how": [
            "header"
          ],
          "by": "mcp_registry"
        }
      },
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          "duration_ms": 159
        }
      },
      "response_times": {
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        "operation": "credentials_request",
        "check_method": "mcp-handshake/1",
        "check_methods": [
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        ],
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        "computed_at": "2026-10-19T05:40:23.000Z",
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          "list_site_sections",
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    },
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      },
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          "passed": true,
          "http_status": 401,
          "duration_ms": 64
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "credentials_request",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T05:35:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T05:31:08.468Z",
            "end": "2026-10-19T05:35:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
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            "p95_to_median": null
          },
          {
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            "start": "2026-10-19T05:31:08.468Z",
            "end": "2026-10-19T05:35:23.000Z",
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            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:31:08.468Z",
            "end": "2026-10-19T05:35:23.000Z",
            "limited_history": true,
            "checks": 1,
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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_6fd14552db6625ea",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_6fd14552db6625ea"
      }
    },
    {
      "id": "cand_ebcae9250cf5c2d3",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "HLN Apparel — clothing manufacturer",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/suppliers",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T13:25:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/suppliers",
        "name": "Suppliers and wholesale ordering",
        "description": "Find and compare suppliers and manufacturers, browse wholesale catalogues, request quotes and order."
      },
      "summary": {
        "text": "Connects buyers with a China clothing factory for quotes, with MOQ, lead times and duty data.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T13:25:05.000Z"
      },
      "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": "www.hlnapparel.com",
      "provider": "hlnapparel.com",
      "url": "https://www.hlnapparel.com/api/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:46:02.115Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
          "convert_fabric_weight",
          "get_factory_overview",
          "list_product_categories",
          "lookup_hs_codes",
          "preview_inquiry",
          "submit_inquiry"
        ],
        "count": 6,
        "current_since": "2026-10-19T05:46:02.115Z",
        "first_listed_at": "2026-10-19T05:46:02.115Z",
        "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": 3.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:46:02.115Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 507
        }
      },
      "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": "2026-10-19T05:46:02.115Z",
            "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,
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            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:46:02.115Z",
            "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,
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            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:46:02.115Z",
            "end": "2026-10-19T05:50:23.000Z",
            "limited_history": true,
            "checks": 1,
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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_ebcae9250cf5c2d3",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_ebcae9250cf5c2d3"
      }
    },
    {
      "id": "cand_3e5d0be17d8213e1",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "HillSignal",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/public-tenders",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T09:40:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/public-tenders",
        "name": "Public tenders and government contracts",
        "description": "Search public tenders, government contract opportunities, awards and public spending."
      },
      "summary": {
        "text": "Tracks US federal contracts, bills, executive orders, trades and political money.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T09:40:05.000Z"
      },
      "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": "www.hillsignal.com",
      "provider": "hillsignal.com",
      "url": "https://www.hillsignal.com/api/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 1,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
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          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:26:01.350Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
          "award_totals",
          "congressional_trades",
          "data_coverage",
          "executive_orders",
          "foreign_agents",
          "form_d_raises",
          "get_entity",
          "get_politician",
          "get_theme",
          "insider_trades",
          "institutional_holders",
          "latest_events",
          "list_themes",
          "lobbying",
          "money_trail",
          "outside_money",
          "pac_lookup",
          "pac_totals",
          "resolve_entity",
          "search_awards",
          "search_bills",
          "search_opportunities",
          "super_pacs",
          "track_record"
        ],
        "count": 24,
        "current_since": "2026-10-19T05:26:01.350Z",
        "first_listed_at": "2026-10-19T05:26:01.350Z",
        "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": 3.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:26:01.350Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 950
        }
      },
      "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": "2026-10-19T05:26:01.350Z",
            "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,
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            "fastest_ms": null,
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            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:26:01.350Z",
            "end": "2026-10-19T05:30:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
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            "median_ms": null,
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            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:26:01.350Z",
            "end": "2026-10-19T05:30:23.000Z",
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            "checks": 1,
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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_3e5d0be17d8213e1",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_3e5d0be17d8213e1"
      }
    },
    {
      "id": "cand_4796c5be36c5b272",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "HortOS (Australia)",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/suppliers",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T09:50:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/suppliers",
        "name": "Suppliers and wholesale ordering",
        "description": "Find and compare suppliers and manufacturers, browse wholesale catalogues, request quotes and order."
      },
      "summary": {
        "text": "Searches Australian wholesale growers' live stock lists and prices a plant list.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_at": "2026-10-18T09:50:05.000Z"
      },
      "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": "au.hortosapp.com",
      "provider": "hortosapp.com",
      "url": "https://au.hortosapp.com/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 4,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:26:02.440Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
          "price_plant_list",
          "search_plants"
        ],
        "count": 2,
        "current_since": "2026-10-19T05:26:02.440Z",
        "first_listed_at": "2026-10-19T05:26:02.440Z",
        "changes_30d": 0,
        "changes_90d": 0
      },
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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": 3.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:26:02.440Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 1500
        }
      },
      "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": "2026-10-19T05:26:02.440Z",
            "end": "2026-10-19T05:30:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
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            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T05:26:02.440Z",
            "end": "2026-10-19T05:30:23.000Z",
            "limited_history": true,
            "checks": 1,
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            "not_timed": 0,
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            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T05:26:02.440Z",
            "end": "2026-10-19T05:30:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
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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_4796c5be36c5b272",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_4796c5be36c5b272"
      }
    },
    {
      "id": "cand_72c64a38f455c0c4",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "HortOS (Canada)",
      "name_source": "registry",
      "branches": {
        "primary": "commerce/procurement/suppliers",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T10:50:05.000Z"
      },
      "place": {
        "id": "commerce/procurement/suppliers",
        "name": "Suppliers and wholesale ordering",
        "description": "Find and compare suppliers and manufacturers, browse wholesale catalogues, request quotes and order."
      },
      "summary": {
        "text": "Searches Canadian wholesale plant growers' live availability and prices plant lists.",
        "source": "automated",
        "method": "placement-ai/3",
        "written_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": "ca.hortosapp.com",
      "provider": "hortosapp.com",
      "url": "https://ca.hortosapp.com/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 4,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": {
          "requires": "none_asked",
          "how": [],
          "at": "2026-10-19T05:31:14.438Z",
          "method": "access/1"
        },
        "stated": null
      },
      "currency": null,
      "tools": {
        "names": [
          "price_plant_list",
          "search_plants"
        ],
        "count": 2,
        "current_since": "2026-10-19T05:31:14.438Z",
        "first_listed_at": "2026-10-19T05:31:14.438Z",
        "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": "2026-10-17T05:07:33.667Z",
        "monitoring_days": 3.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T05:31:14.438Z",
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        "description": "Find and compare suppliers and manufacturers, browse wholesale catalogues, request quotes and order."
      },
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}