{
  "api_status": "preview",
  "generated_at": "2026-10-19T02:19:49.364Z",
  "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",
    "tag": "research",
    "sort": "evidence",
    "limit": 50,
    "offset": 0
  },
  "total": 18,
  "items": [
    {
      "id": "cand_f38572a4fe3da48e",
      "tier": "discovered",
      "type": "api_endpoint",
      "name": "Otto AI",
      "name_source": "registry",
      "branches": {
        "primary": "search/web/results",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T07:50:05.000Z"
      },
      "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": true,
          "curated_catalogue": false
        }
      },
      "host": "x402.ottoai.services",
      "provider": "ottoai.services",
      "url": "https://x402.ottoai.services/web-search",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [
        "web-search",
        "neural-search",
        "agent-search",
        "rag-retrieval",
        "research"
      ],
      "category": null,
      "price_usd": 0.009,
      "price_source": "registry",
      "provider_endpoints": 147,
      "networks": [
        "eip155:8453",
        "solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp"
      ],
      "networks_source": "observed",
      "payment_protocols": [
        "x402"
      ],
      "access": {
        "observed": {
          "requires": "payment",
          "how": [
            "x402"
          ],
          "at": "2026-10-19T02:15:25.614Z",
          "method": "access/1"
        },
        "stated": null
      },
      "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": 2.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T02:15:25.614Z",
          "result": "payment_required",
          "passed": true,
          "http_status": 402,
          "duration_ms": 91
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "payment_request",
        "check_method": "candidate-x402/4",
        "check_methods": [
          "candidate-x402/4"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T02:15:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:15:05.000Z",
            "end": "2026-10-19T02:15:05.000Z",
            "limited_history": false,
            "checks": 0,
            "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": "2026-10-18T02:10:41.304Z",
            "end": "2026-10-19T02:15:05.000Z",
            "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": "2026-10-18T02:10:41.304Z",
            "end": "2026-10-19T02:15:05.000Z",
            "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": {
        "calls_30d": 20,
        "unique_payers_30d": 10,
        "note": "Reported by the registry; not our measurement."
      },
      "payment_terms": {
        "current_since": "2026-10-17T02:05:55.031Z",
        "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": "2026-10-19T00:15:05.000Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_f38572a4fe3da48e",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_f38572a4fe3da48e"
      }
    },
    {
      "id": "cand_ee6301748232daf6",
      "tier": "discovered",
      "type": "api_endpoint",
      "name": "x402 Web Search",
      "name_source": "registry",
      "branches": {
        "primary": "search/web/results",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T07:50:05.000Z"
      },
      "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": true,
          "curated_catalogue": false
        }
      },
      "host": "search.cyberwarex.com",
      "provider": "cyberwarex.com",
      "url": "https://search.cyberwarex.com/search",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [
        "web-search",
        "serp",
        "search-engine",
        "news-search",
        "research"
      ],
      "category": null,
      "price_usd": 0.003,
      "price_source": "registry",
      "provider_endpoints": 49,
      "networks": [
        "eip155:8453"
      ],
      "networks_source": "observed",
      "payment_protocols": [
        "x402"
      ],
      "access": {
        "observed": {
          "requires": "payment",
          "how": [
            "x402"
          ],
          "at": "2026-10-19T02:05:29.792Z",
          "method": "access/1"
        },
        "stated": null
      },
      "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": "2026-10-16T11:07:51.000Z",
        "monitoring_days": 2.6,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-19T02:05:29.792Z",
          "result": "payment_required",
          "passed": true,
          "http_status": 402,
          "duration_ms": 125
        }
      },
      "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": "2026-10-19T02:10:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:10:05.000Z",
            "end": "2026-10-19T02:10:05.000Z",
            "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": "2026-10-18T02:00:42.801Z",
            "end": "2026-10-19T02:10:05.000Z",
            "limited_history": true,
            "checks": 2,
            "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": "2026-10-18T02:00:42.801Z",
            "end": "2026-10-19T02:10:05.000Z",
            "limited_history": true,
            "checks": 2,
            "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": 58,
        "unique_payers_30d": 9,
        "note": "Reported by the registry; not our measurement."
      },
      "payment_terms": {
        "current_since": "2026-10-17T01:55:57.021Z",
        "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": "2026-10-19T00:40:05.000Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_ee6301748232daf6",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_ee6301748232daf6"
      }
    },
    {
      "id": "cand_5affaf6a3e0d68d0",
      "tier": "discovered",
      "type": "api_endpoint",
      "name": "Superhighway",
      "name_source": "registry",
      "branches": {
        "primary": "search/web/results",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T07:55:05.000Z"
      },
      "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": true,
          "curated_catalogue": false
        }
      },
      "host": "sh-origin.walls.sh",
      "provider": "walls.sh",
      "url": "https://sh-origin.walls.sh/research",
      "method": "GET",
      "templated_url": false,
      "operator": null,
      "tags": [
        "research",
        "web-search",
        "scraping",
        "rag"
      ],
      "category": null,
      "price_usd": 0.005,
      "price_source": "registry",
      "provider_endpoints": 4,
      "networks": [
        "eip155:8453"
      ],
      "networks_source": "observed",
      "payment_protocols": [
        "x402"
      ],
      "access": {
        "observed": {
          "requires": "payment",
          "how": [
            "x402"
          ],
          "at": "2026-10-18T23:15:10.844Z",
          "method": "access/1"
        },
        "stated": null
      },
      "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": "2026-10-16T23:07:46.000Z",
        "monitoring_days": 2.1,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T23:15:10.844Z",
          "result": "payment_required",
          "passed": true,
          "http_status": 402,
          "duration_ms": 479
        }
      },
      "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": "2026-10-19T02:10:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:10:05.000Z",
            "end": "2026-10-19T02:10:05.000Z",
            "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": "2026-10-17T23:10:36.105Z",
            "end": "2026-10-19T02:10:05.000Z",
            "limited_history": true,
            "checks": 2,
            "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": "2026-10-17T23:10:36.105Z",
            "end": "2026-10-19T02:10:05.000Z",
            "limited_history": true,
            "checks": 2,
            "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": 12,
        "unique_payers_30d": 7,
        "note": "Reported by the registry; not our measurement."
      },
      "payment_terms": {
        "current_since": "2026-10-16T23:08:00.419Z",
        "changes_30d": 0,
        "changes_90d": 0,
        "pay_to_changes_90d": 0,
        "last_change_at": null,
        "last_change_kinds": [],
        "window_start": "2026-10-16T23:07:46.000Z",
        "limited": true
      },
      "registry_listing": {
        "last_seen_at": "2026-10-19T01:30:05.000Z",
        "listed": true
      },
      "links": {
        "page": "https://agentservicedirectory.com/services/cand_5affaf6a3e0d68d0",
        "api": "https://agentservicedirectory.com/api/v1/services/cand_5affaf6a3e0d68d0"
      }
    },
    {
      "id": "cand_c8ad17aab3bf5368",
      "tier": "discovered",
      "type": "api_endpoint",
      "name": "WithZero",
      "name_source": "registry",
      "branches": {
        "primary": "ai/image-generation/text-to-image",
        "secondary": [],
        "method_version": "placement-ai/3",
        "tree_version": "tree/3",
        "placed_at": "2026-10-18T07:55:05.000Z"
      },
      "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": true,
          "curated_catalogue": false
        }
      },
      "host": "agents.withzero.xyz",
      "provider": "withzero.xyz",
      "url": "https://agents.withzero.xyz/api/v1/image/images/grok-imagine",
      "method": "POST",
      "templated_url": false,
      "operator": null,
      "tags": [
        "media",
        "research",
        "publishing",
        "automation",
        "memory"
      ],
      "category": null,
      "price_usd": 0.05,
      "price_source": "registry",
      "provider_endpoints": 27,
      "networks": [
        "eip155:8453",
        "tempo:4217"
      ],
      "networks_source": "observed",
      "payment_protocols": [
        "x402",
        "mpp"
      ],
      "access": {
        "observed": {
          "requires": "payment",
          "how": [
            "x402",
            "mpp"
          ],
          "at": "2026-10-18T18:20:11.094Z",
          "method": "access/1"
        },
        "stated": null
      },
      "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": "2026-10-16T18:07:55.000Z",
        "monitoring_days": 2.3,
        "limited_evidence": true,
        "checks_30d": 3,
        "passed_30d": 3,
        "missed_30d": 0,
        "pass_rate": 1,
        "freshness": "fresh",
        "last_check": {
          "at": "2026-10-18T18:20:11.094Z",
          "result": "payment_required",
          "passed": true,
          "http_status": 402,
          "duration_ms": 694
        }
      },
      "response_times": {
        "method": "response-times/1",
        "operation": "payment_request",
        "check_method": "candidate-x402/5",
        "check_methods": [
          "candidate-x402/4",
          "candidate-x402/5"
        ],
        "timeout_ms": 10000,
        "computed_at": "2026-10-19T02:05:05.000Z",
        "windows": [
          {
            "window": "24h",
            "start": "2026-10-18T02:05:05.000Z",
            "end": "2026-10-19T02:05:05.000Z",
            "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": "2026-10-17T18:15:40.101Z",
            "end": "2026-10-19T02:05:05.000Z",
            "limited_history": true,
            "checks": 2,
            "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": "2026-10-17T18:15:40.101Z",
            "end": "2026-10-19T02:05:05.000Z",
            "limited_history": true,
            "checks": 2,
            "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": 88,
        "unique_payers_30d": 7,
        "note": "Reported by the registry; not our measurement."
      },
      "payment_terms": {
        "current_since": "2026-10-16T18:08:22.712Z",
        "changes_30d": 0,
        "changes_90d": 0,
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        "note": "Reported by the registry; not our measurement."
      },
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        "page": "https://agentservicedirectory.com/services/cand_2f117b5e2372acf6",
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      "links": {
        "page": "https://agentservicedirectory.com/services/cand_5fae26a23f2e0e20",
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}