{
  "api_status": "preview",
  "generated_at": "2026-10-19T03:39:38.683Z",
  "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",
    "provider": "ausdata.io",
    "sort": "evidence",
    "limit": 50,
    "offset": 0
  },
  "total": 7,
  "items": [
    {
      "id": "cand_6e633204147f3c14",
      "tier": "discovered",
      "type": "mcp_local",
      "name": "ausdata.io — Australian Public Data",
      "name_source": "registry",
      "branches": {
        "primary": "search/reference/public-data",
        "secondary": [],
        "method_version": "placement-ai/6",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T22:55:05.000Z"
      },
      "package": {
        "registry": "npm",
        "name": "ausdata-mcp",
        "page": "https://www.npmjs.com/package/ausdata-mcp",
        "latest_version": "0.4.5",
        "last_changed_at": "2026-08-12T02:04:22.348Z"
      },
      "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": "registry.npmjs.org",
      "provider": "ausdata.io",
      "url": "https://www.npmjs.com/package/ausdata-mcp",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 10,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": null,
        "stated": null
      },
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 720,
        "check_interval": "monthly",
        "check_interval_rule": "Local MCP servers (package checks): weekly once the service's place in the capability tree is confirmed, monthly otherwise.",
        "schedule_tier": "monthly",
        "monitoring_since": "2026-10-18T17:07:09.096Z",
        "monitoring_days": 0.4,
        "limited_evidence": true,
        "checks_30d": 1,
        "passed_30d": 1,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T20:25:39.631Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 71
        }
      },
      "response_times": null,
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-18T17:07:09.096Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_6e633204147f3c14",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_6e633204147f3c14"
      }
    },
    {
      "id": "cand_21bf6ad0ebb49be8",
      "tier": "discovered",
      "type": "mcp_local",
      "name": "io.ausdata/aihw-mcp",
      "name_source": "registry",
      "branches": {
        "primary": "search/reference/public-data",
        "secondary": [],
        "method_version": "placement-ai/6",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T22:45:05.000Z"
      },
      "package": {
        "registry": "pypi",
        "name": "aihw-mcp",
        "page": "https://pypi.org/project/aihw-mcp/",
        "latest_version": "0.4.25",
        "last_changed_at": "2026-08-16T21:21:55.906348Z"
      },
      "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": "pypi.org",
      "provider": "ausdata.io",
      "url": "https://pypi.org/project/aihw-mcp/",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 10,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": null,
        "stated": null
      },
      "tools": null,
      "payment_model": null,
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        "operations": 1,
        "check_interval_hours": 720,
        "check_interval": "monthly",
        "check_interval_rule": "Local MCP servers (package checks): weekly once the service's place in the capability tree is confirmed, monthly otherwise.",
        "schedule_tier": "monthly",
        "monitoring_since": "2026-10-18T17:07:09.096Z",
        "monitoring_days": 0.4,
        "limited_evidence": true,
        "checks_30d": 1,
        "passed_30d": 1,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T17:45:19.707Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 18
        }
      },
      "response_times": null,
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-18T17:07:09.096Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_21bf6ad0ebb49be8",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_21bf6ad0ebb49be8"
      }
    },
    {
      "id": "cand_a2ea6ebdc3ed24a9",
      "tier": "discovered",
      "type": "mcp_local",
      "name": "io.ausdata/apra-mcp",
      "name_source": "registry",
      "branches": {
        "primary": "search/reference/public-data",
        "secondary": [],
        "method_version": "placement-ai/6",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T23:05:05.000Z"
      },
      "package": {
        "registry": "pypi",
        "name": "apra-mcp",
        "page": "https://pypi.org/project/apra-mcp/",
        "latest_version": "0.8.29",
        "last_changed_at": "2026-09-06T11:41:31.873581Z"
      },
      "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": "pypi.org",
      "provider": "ausdata.io",
      "url": "https://pypi.org/project/apra-mcp/",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 10,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": null,
        "stated": null
      },
      "tools": null,
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      "evidence": {
        "operations": 1,
        "check_interval_hours": 720,
        "check_interval": "monthly",
        "check_interval_rule": "Local MCP servers (package checks): weekly once the service's place in the capability tree is confirmed, monthly otherwise.",
        "schedule_tier": "monthly",
        "monitoring_since": "2026-10-18T17:07:09.096Z",
        "monitoring_days": 0.4,
        "limited_evidence": true,
        "checks_30d": 1,
        "passed_30d": 1,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T20:25:39.505Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 65
        }
      },
      "response_times": null,
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-18T17:07:09.096Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_a2ea6ebdc3ed24a9",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_a2ea6ebdc3ed24a9"
      }
    },
    {
      "id": "cand_295bd40110a8c837",
      "tier": "discovered",
      "type": "mcp_local",
      "name": "io.ausdata/asic-mcp",
      "name_source": "registry",
      "branches": {
        "primary": "identity/verification/licences",
        "secondary": [],
        "method_version": "placement-ai/6",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T22:45:05.000Z"
      },
      "package": {
        "registry": "pypi",
        "name": "asic-mcp",
        "page": "https://pypi.org/project/asic-mcp/",
        "latest_version": "0.6.22",
        "last_changed_at": "2026-08-16T21:56:20.821920Z"
      },
      "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": "pypi.org",
      "provider": "ausdata.io",
      "url": "https://pypi.org/project/asic-mcp/",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
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      "provider_endpoints": 10,
      "networks": [],
      "networks_source": "registry",
      "payment_protocols": [],
      "access": {
        "observed": null,
        "stated": null
      },
      "tools": null,
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        "operations": 1,
        "check_interval_hours": 720,
        "check_interval": "monthly",
        "check_interval_rule": "Local MCP servers (package checks): weekly once the service's place in the capability tree is confirmed, monthly otherwise.",
        "schedule_tier": "monthly",
        "monitoring_since": "2026-10-18T17:07:09.096Z",
        "monitoring_days": 0.4,
        "limited_evidence": true,
        "checks_30d": 1,
        "passed_30d": 1,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T17:55:19.843Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 19
        }
      },
      "response_times": null,
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-18T17:07:09.096Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_295bd40110a8c837",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_295bd40110a8c837"
      }
    },
    {
      "id": "cand_41c4e049c537ab49",
      "tier": "discovered",
      "type": "mcp_local",
      "name": "io.ausdata/ato-mcp",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/accounting/tax-payroll",
        "secondary": [],
        "method_version": "placement-ai/6",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T22:50:05.000Z"
      },
      "package": {
        "registry": "pypi",
        "name": "ato-mcp",
        "page": "https://pypi.org/project/ato-mcp/",
        "latest_version": "0.8.32",
        "last_changed_at": "2026-08-16T21:51:10.383100Z"
      },
      "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": "pypi.org",
      "provider": "ausdata.io",
      "url": "https://pypi.org/project/ato-mcp/",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
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      "provider_endpoints": 10,
      "networks": [],
      "networks_source": "registry",
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        "observed": null,
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      },
      "tools": null,
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        "check_interval_hours": 720,
        "check_interval": "monthly",
        "check_interval_rule": "Local MCP servers (package checks): weekly once the service's place in the capability tree is confirmed, monthly otherwise.",
        "schedule_tier": "monthly",
        "monitoring_since": "2026-10-18T17:07:09.096Z",
        "monitoring_days": 0.4,
        "limited_evidence": true,
        "checks_30d": 1,
        "passed_30d": 1,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T18:25:19.254Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 15
        }
      },
      "response_times": null,
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      "registry_listing": {
        "last_seen_at": "2026-10-18T17:07:09.096Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_41c4e049c537ab49",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_41c4e049c537ab49"
      }
    },
    {
      "id": "cand_4915ab9c4838cbd2",
      "tier": "discovered",
      "type": "mcp_local",
      "name": "io.ausdata/au-weather-mcp",
      "name_source": "registry",
      "branches": {
        "primary": "places/weather",
        "secondary": [],
        "method_version": "placement-ai/6",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T22:50:05.000Z"
      },
      "package": {
        "registry": "pypi",
        "name": "au-weather-mcp",
        "page": "https://pypi.org/project/au-weather-mcp/",
        "latest_version": "0.4.10",
        "last_changed_at": "2026-08-15T04:21:42.582315Z"
      },
      "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": "pypi.org",
      "provider": "ausdata.io",
      "url": "https://pypi.org/project/au-weather-mcp/",
      "method": "GET",
      "templated_url": false,
      "operator": null,
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      "networks": [],
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        "check_interval": "monthly",
        "check_interval_rule": "Local MCP servers (package checks): weekly once the service's place in the capability tree is confirmed, monthly otherwise.",
        "schedule_tier": "monthly",
        "monitoring_since": "2026-10-18T17:07:09.096Z",
        "monitoring_days": 0.4,
        "limited_evidence": true,
        "checks_30d": 1,
        "passed_30d": 1,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T18:30:17.655Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 17
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      },
      "response_times": null,
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      "registry_listing": {
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        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_4915ab9c4838cbd2",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_4915ab9c4838cbd2"
      }
    },
    {
      "id": "cand_dc4b5eaa18983f12",
      "tier": "discovered",
      "type": "mcp_local",
      "name": "io.ausdata/rba-mcp",
      "name_source": "registry",
      "branches": {
        "primary": "finance-data/economic",
        "secondary": [],
        "method_version": "placement-ai/6",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T23:20:05.000Z"
      },
      "package": {
        "registry": "pypi",
        "name": "rba-mcp",
        "page": "https://pypi.org/project/rba-mcp/",
        "latest_version": "0.8.14",
        "last_changed_at": "2026-09-08T10:22:37.984229Z"
      },
      "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": "pypi.org",
      "provider": "ausdata.io",
      "url": "https://pypi.org/project/rba-mcp/",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [],
      "category": null,
      "price_usd": null,
      "price_source": null,
      "provider_endpoints": 10,
      "networks": [],
      "networks_source": "registry",
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        "observed": null,
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      },
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        "check_interval_hours": 720,
        "check_interval": "monthly",
        "check_interval_rule": "Local MCP servers (package checks): weekly once the service's place in the capability tree is confirmed, monthly otherwise.",
        "schedule_tier": "monthly",
        "monitoring_since": "2026-10-18T17:07:09.096Z",
        "monitoring_days": 0.4,
        "limited_evidence": true,
        "checks_30d": 1,
        "passed_30d": 1,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T21:25:15.093Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 10
        }
      },
      "response_times": null,
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      "registry_listing": {
        "last_seen_at": "2026-10-18T17:07:09.096Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_dc4b5eaa18983f12",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_dc4b5eaa18983f12"
      }
    }
  ]
}