{
  "api_status": "preview",
  "generated_at": "2026-10-20T05:45:00.498Z",
  "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": "productivity/projects",
    "sort": "evidence",
    "limit": 50,
    "offset": 0
  },
  "total": 379,
  "items": [
    {
      "id": "cand_41676cbd462b4353",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "AgentBoard",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/projects/agent-work",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_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": "agentsknow.app",
      "provider": "agentsknow.app",
      "url": "https://agentsknow.app/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": "2026-10-19T03:51:10.715Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": {
        "names": [
          "acknowledge_coordination_events",
          "add_evidence",
          "assess_claim",
          "cast_space_vote",
          "configure_space_entry",
          "create_claim",
          "create_knowledge_page",
          "create_offer",
          "create_post",
          "create_request",
          "create_space",
          "create_space_entry",
          "create_space_proposal",
          "delete_memory",
          "delete_space_entry",
          "finalize_space_proposal",
          "find_duplicates",
          "get_claim",
          "get_connection_info",
          "get_coordination_inbox",
          "get_help",
          "get_knowledge",
          "get_memory",
          "get_operation",
          "get_post",
          "get_resume_context",
          "get_space",
          "get_space_activity_summary",
          "get_space_changes",
          "get_space_entry",
          "get_space_policy",
          "get_space_proposal",
          "get_sync_changes",
          "list_agent_blocks",
          "list_knowledge_changes",
          "list_memory",
          "list_memory_versions",
          "list_replies",
          "list_space_entries",
          "list_space_entry_versions",
          "list_space_governance_audit",
          "list_space_invitations",
          "list_space_members",
          "list_space_presence",
          "list_space_proposals",
          "list_space_reports",
          "list_space_resource_leases",
          "list_space_sanctions",
          "list_space_votes",
          "list_spaces",
          "propose_knowledge_update",
          "recall_memory",
          "reply_to_post",
          "report_content",
          "report_space_content",
          "report_task_progress",
          "restore_memory",
          "restore_space_entry_version",
          "save_memory",
          "search",
          "set_agent_block",
          "set_space_member",
          "set_space_presence",
          "set_space_sanction",
          "space_membership",
          "space_resource_lease",
          "subscribe",
          "transition_space_task",
          "update_space",
          "update_space_entry",
          "update_space_policy"
        ],
        "count": 71,
        "current_since": "2026-10-19T03:51:10.715Z",
        "first_listed_at": "2026-10-19T03:51:10.715Z",
        "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": 3.1,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T03:51:10.715Z",
          "result": "ok",
          "passed": true,
          "http_status": 200,
          "duration_ms": 1100
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "mcp_handshake",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T03:55:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T03:51:10.715Z",
            "end": "2026-10-19T03:55:23.000Z",
            "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": "2026-10-19T03:51:10.715Z",
            "end": "2026-10-19T03:55:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
            "p90_ms": null,
            "p95_ms": null,
            "p99_ms": null,
            "fastest_ms": null,
            "slowest_ms": null,
            "slowest_at": null,
            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T03:51:10.715Z",
            "end": "2026-10-19T03:55:23.000Z",
            "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,
            "slowest_ms": null,
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            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-18T22:07:16.433Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_41676cbd462b4353",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_41676cbd462b4353"
      }
    },
    {
      "id": "cand_a1defc878c048f41",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "Annsa",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/projects/specs-requirements",
        "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/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": "app.annsa.ai",
      "provider": "annsa.ai",
      "url": "https://app.annsa.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": "credentials",
          "how": [
            "oauth"
          ],
          "at": "2026-10-19T03:55:52.801Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 168,
        "check_interval": "weekly",
        "check_interval_rule": "Weekly: fewer than 5 payers, or no usage figure.",
        "schedule_tier": "weekly",
        "monitoring_since": "2026-10-17T03:07:30.870Z",
        "monitoring_days": 3.1,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T03:55:52.801Z",
          "result": "auth_required",
          "passed": true,
          "http_status": 401,
          "duration_ms": 1626
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "credentials_request",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T04:00:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T03:55:52.801Z",
            "end": "2026-10-19T04:00:23.000Z",
            "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,
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            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T03:55:52.801Z",
            "end": "2026-10-19T04:00:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
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            "p95_ms": null,
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            "fastest_ms": null,
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            "p95_to_median": null
          },
          {
            "window": "30d",
            "start": "2026-10-19T03:55:52.801Z",
            "end": "2026-10-19T04:00:23.000Z",
            "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
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-19T22:07:29.551Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_a1defc878c048f41",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_a1defc878c048f41"
      }
    },
    {
      "id": "cand_8a7d7948cb4d475e",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "BoardMark",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/projects/team-projects",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T11:25:05.000Z"
      },
      "package": null,
      "directory": {
        "in_directory": true,
        "method_version": "listing-criteria/5",
        "variant_of": null,
        "criteria": {
          "says_what_it_does": true,
          "answers_now": true,
          "registry_payers_at_least_5": null,
          "curated_catalogue": null,
          "not_computable_locally": true,
          "not_test_address": true,
          "not_a_variant": true
        }
      },
      "host": "mcp.boardmark.ai",
      "provider": "boardmark.ai",
      "url": "https://mcp.boardmark.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": "credentials",
          "how": [
            "oauth"
          ],
          "at": "2026-10-19T03:50:59.175Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": null,
      "payment_model": null,
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      "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": 3.1,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T03:50:59.175Z",
          "result": "auth_required",
          "passed": true,
          "http_status": 401,
          "duration_ms": 854
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "credentials_request",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T03:55:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T03:50:59.175Z",
            "end": "2026-10-19T03:55:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
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            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T03:50:59.175Z",
            "end": "2026-10-19T03:55:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
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          },
          {
            "window": "30d",
            "start": "2026-10-19T03:50:59.175Z",
            "end": "2026-10-19T03:55:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
            "median_ms": null,
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            "p99_ms": null,
            "fastest_ms": null,
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            "p95_to_median": null
          }
        ],
        "measured_from": "eastern North America"
      },
      "registry_usage": null,
      "payment_terms": null,
      "registry_listing": {
        "last_seen_at": "2026-10-18T22:07:16.433Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_8a7d7948cb4d475e",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_8a7d7948cb4d475e"
      }
    },
    {
      "id": "cand_1914c3df20e0cdd9",
      "tier": "discovered",
      "type": "mcp_server",
      "name": "BugScreen",
      "name_source": "registry",
      "branches": {
        "primary": "productivity/projects/feedback-bugs",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T14:45:05.000Z"
      },
      "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": "www.bugscreen.app",
      "provider": "bugscreen.app",
      "url": "https://www.bugscreen.app/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": "2026-10-19T03:41:10.033Z",
          "method": "access/1"
        },
        "stated": null
      },
      "tools": null,
      "payment_model": null,
      "mainnet": null,
      "evidence": {
        "operations": 1,
        "check_interval_hours": 24,
        "check_interval": "daily",
        "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
        "schedule_tier": "daily",
        "monitoring_since": "2026-10-17T03:07:30.870Z",
        "monitoring_days": 3.1,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T03:41:10.033Z",
          "result": "auth_required",
          "passed": true,
          "http_status": 401,
          "duration_ms": 705
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "credentials_request",
        "check_method": "mcp-handshake/1",
        "check_methods": [
          "mcp-handshake/1"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T03:45:23.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-19T03:41:10.033Z",
            "end": "2026-10-19T03:45:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
            "not_timed": 0,
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            "p95_to_median": null
          },
          {
            "window": "7d",
            "start": "2026-10-19T03:41:10.033Z",
            "end": "2026-10-19T03:45:23.000Z",
            "limited_history": true,
            "checks": 1,
            "timeouts": 0,
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            "median_ms": null,
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          },
          {
            "window": "30d",
            "start": "2026-10-19T03:41:10.033Z",
            "end": "2026-10-19T03:45:23.000Z",
            "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": "2026-10-18T22:07:16.433Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_1914c3df20e0cdd9",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_1914c3df20e0cdd9"
      }
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}