{
  "api_status": "preview",
  "generated_at": "2026-10-18T12:23:54.958Z",
  "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/3). 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 a minute.",
    "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": "compute/developer-data/testing",
    "sort": "evidence",
    "limit": 50,
    "offset": 0
  },
  "total": 46,
  "items": [
    {
      "id": "cand_a28ca7dd3e014771",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Agothe Agent Contract Preflight",
      "name_source": "registry",
      "branches": {
        "primary": "compute/developer-data/testing",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:50:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/3",
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null
        }
      },
      "host": "mcp-chatgpt.agothe.ai",
      "provider": "agothe.ai",
      "url": "https://mcp-chatgpt.agothe.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": [],
      "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": 1.4,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T03:50:44.155Z",
          "result": "auth_required",
          "passed": true,
          "http_status": 401,
          "duration_ms": 163
        }
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-18T10:07:09.209Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_a28ca7dd3e014771",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_a28ca7dd3e014771"
      }
    },
    {
      "id": "cand_1c1e47c3bf348095",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Avalyz",
      "name_source": "registry",
      "branches": {
        "primary": "compute/developer-data/testing",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T08:50:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/3",
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null
        }
      },
      "host": "avalyz.com",
      "provider": "avalyz.com",
      "url": "https://avalyz.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": [],
      "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": 1.3,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T04:16:03.286Z",
          "result": "client_error",
          "passed": true,
          "http_status": 405,
          "duration_ms": 286
        }
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-18T11:07:08.870Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_1c1e47c3bf348095",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_1c1e47c3bf348095"
      }
    },
    {
      "id": "cand_61fba1f2fae703c6",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "BuildPulse",
      "name_source": "registry",
      "branches": {
        "primary": "compute/developer-data/testing",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T10:30:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/3",
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null
        }
      },
      "host": "mcp.buildpulse.io",
      "provider": "buildpulse.io",
      "url": "https://mcp.buildpulse.io/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": [],
      "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": "2026-10-17T07:07:32.156Z",
        "monitoring_days": 1.2,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T07:25:33.728Z",
          "result": "auth_required",
          "passed": true,
          "http_status": 401,
          "duration_ms": 369
        }
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-18T07:07:08.722Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_61fba1f2fae703c6",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_61fba1f2fae703c6"
      }
    },
    {
      "id": "cand_1c61ae87cada3cff",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "CSV Import Rehearsal",
      "name_source": "registry",
      "branches": {
        "primary": "compute/developer-data/testing",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T08:50:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/3",
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null
        }
      },
      "host": "mcp-factory.bowling-anthony.workers.dev",
      "provider": "bowling-anthony.workers.dev",
      "url": "https://mcp-factory.bowling-anthony.workers.dev/csv-import-rehearsal/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 42,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "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": 1.3,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T05:25:30.308Z",
          "result": "client_error",
          "passed": true,
          "http_status": 405,
          "duration_ms": 63
        }
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-18T12:07:09.080Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_1c61ae87cada3cff",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_1c61ae87cada3cff"
      }
    },
    {
      "id": "cand_753dd41c76375708",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Currents",
      "name_source": "registry",
      "branches": {
        "primary": "compute/developer-data/testing",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T10:55:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/3",
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null
        }
      },
      "host": "mcp.currents.dev",
      "provider": "currents.dev",
      "url": "https://mcp.currents.dev/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": [],
      "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": "2026-10-17T06:07:31.160Z",
        "monitoring_days": 1.3,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T06:30:38.035Z",
          "result": "client_error",
          "passed": true,
          "http_status": 405,
          "duration_ms": 222
        }
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-18T06:07:08.677Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_753dd41c76375708",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_753dd41c76375708"
      }
    },
    {
      "id": "cand_4f4ac33473214aaa",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Cypress Cloud MCP",
      "name_source": "registry",
      "branches": {
        "primary": "compute/developer-data/testing",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T10:00:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/3",
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null
        }
      },
      "host": "mcp.cypress.io",
      "provider": "cypress.io",
      "url": "https://mcp.cypress.io/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": [],
      "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": "2026-10-17T07:07:32.156Z",
        "monitoring_days": 1.2,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T07:20:43.320Z",
          "result": "auth_required",
          "passed": true,
          "http_status": 401,
          "duration_ms": 81
        }
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-18T07:07:08.722Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_4f4ac33473214aaa",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_4f4ac33473214aaa"
      }
    },
    {
      "id": "cand_b6bdb6dcdffa67bc",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Daishi Studio",
      "name_source": "registry",
      "branches": {
        "primary": "compute/developer-data/testing",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T12:20:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/3",
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null
        }
      },
      "host": "daishi.ai",
      "provider": "daishi.ai",
      "url": "https://daishi.ai/mcp/studio",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 2,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "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": 1.4,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T03:50:48.106Z",
          "result": "auth_required",
          "passed": true,
          "http_status": 401,
          "duration_ms": 85
        }
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-18T10:07:09.209Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_b6bdb6dcdffa67bc",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_b6bdb6dcdffa67bc"
      }
    },
    {
      "id": "cand_613b4c644846dfc6",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Edgehound",
      "name_source": "registry",
      "branches": {
        "primary": "compute/developer-data/testing",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T10:25:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/3",
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null
        }
      },
      "host": "gauntlet.mcpize.run",
      "provider": "mcpize.run",
      "url": "https://gauntlet.mcpize.run/mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 94,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "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": "2026-10-17T10:07:30.726Z",
        "monitoring_days": 1.1,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T11:05:47.559Z",
          "result": "auth_required",
          "passed": true,
          "http_status": 401,
          "duration_ms": 347
        }
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-18T09:07:09.218Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_613b4c644846dfc6",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_613b4c644846dfc6"
      }
    },
    {
      "id": "cand_603b00ecc2eedfdc",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "IA-QA — 130+ QA & Dev Tools for AI Agents",
      "name_source": "registry",
      "branches": {
        "primary": "compute/developer-data/testing",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T10:25:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/3",
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null
        }
      },
      "host": "www.ia-qa.com",
      "provider": "ia-qa.com",
      "url": "https://www.ia-qa.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": [],
      "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": "2026-10-17T10:07:30.726Z",
        "monitoring_days": 1.1,
        "limited_evidence": true,
        "checks_30d": 2,
        "passed_30d": 2,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T11:05:45.027Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 347
        }
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-18T09:07:09.218Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_603b00ecc2eedfdc",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_603b00ecc2eedfdc"
      }
    },
    {
      "id": "cand_aa8bd2a2eefe7070",
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      },
      "host": "mcp-factory.bowling-anthony.workers.dev",
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