{ "api_status": "preview", "generated_at": "2026-10-18T22:45:43.461Z", "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": "dataleads.pro", "sort": "evidence", "limit": 50, "offset": 0 }, "total": 24, "items": [ { "id": "cand_e6f010bb60e2d1d1", "tier": "discovered", "type": "mcp_server", "name": "io.github.DataLeadsPRO/ai-model-pricing", "name_source": "registry", "branches": { "primary": "ai/language-models/compare-models", "secondary": [], "method_version": "placement-ai/6", "tree_version": "tree/3", "placed_at": "2026-10-18T22:35:05.000Z" }, "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": "data.dataleads.pro", "provider": "dataleads.pro", "url": "https://data.dataleads.pro/mcp/ai-model-pricing", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 26, "networks": [], "networks_source": "registry", "payment_protocols": [], "access": { "observed": null, "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": "2026-10-17T10:07:30.726Z", "monitoring_days": 1.5, "limited_evidence": true, "checks_30d": 2, "passed_30d": 2, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-18T12:00:20.059Z", "result": "client_error", "passed": true, "http_status": 406, "duration_ms": 327 } }, "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_e6f010bb60e2d1d1", "api": "https://agentservicedirectory.com/api/v1/services/cand_e6f010bb60e2d1d1" } }, { "id": "cand_722a6fef85dc9ff3", "tier": "discovered", "type": "mcp_server", "name": "io.github.DataLeadsPRO/airbnb-data", "name_source": "registry", "branches": { "primary": "commerce/travel/stays", "secondary": [], "method_version": "placement-ai/3", "tree_version": "tree/3", "placed_at": "2026-10-18T10:50:05.000Z" }, "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": "data.dataleads.pro", "provider": "dataleads.pro", "url": "https://data.dataleads.pro/mcp/airbnb-data", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 26, "networks": [], "networks_source": "registry", "payment_protocols": [], "access": { "observed": null, "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": "2026-10-17T10:07:30.726Z", "monitoring_days": 1.5, "limited_evidence": true, "checks_30d": 2, "passed_30d": 2, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-18T11:30:25.862Z", "result": "client_error", "passed": true, "http_status": 406, "duration_ms": 505 } }, "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_722a6fef85dc9ff3", "api": "https://agentservicedirectory.com/api/v1/services/cand_722a6fef85dc9ff3" } }, { "id": "cand_adf4f61f7e1cb9e7", "tier": "discovered", "type": "mcp_server", "name": "io.github.DataLeadsPRO/amazon-product-data", "name_source": "registry", "branches": { "primary": "commerce/products/marketplace-data", "secondary": [], "method_version": "placement-ai/3", "tree_version": "tree/3", "placed_at": "2026-10-18T12:10:05.000Z" }, "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": "data.dataleads.pro", "provider": "dataleads.pro", "url": "https://data.dataleads.pro/mcp/amazon-product-data", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 26, "networks": [], "networks_source": "registry", "payment_protocols": [], "access": { "observed": null, "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": "2026-10-17T10:07:30.726Z", "monitoring_days": 1.5, "limited_evidence": true, "checks_30d": 2, "passed_30d": 2, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-18T11:50:22.956Z", "result": "client_error", "passed": true, "http_status": 406, "duration_ms": 392 } }, "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_adf4f61f7e1cb9e7", "api": "https://agentservicedirectory.com/api/v1/services/cand_adf4f61f7e1cb9e7" } }, { "id": "cand_32d667f01051ff6a", "tier": "discovered", "type": "mcp_server", "name": "io.github.DataLeadsPRO/app-data", "name_source": "registry", "branches": { "primary": "search/app-stores", "secondary": [], "method_version": "placement-ai/3", "tree_version": "tree/3", "placed_at": "2026-10-18T09:20:05.000Z" }, "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": "data.dataleads.pro", "provider": "dataleads.pro", "url": "https://data.dataleads.pro/mcp/app-data", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 26, "networks": [], "networks_source": "registry", "payment_protocols": [], "access": { "observed": null, "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": "2026-10-17T10:07:30.726Z", "monitoring_days": 1.5, "limited_evidence": true, "checks_30d": 2, "passed_30d": 2, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-18T11:15:25.854Z", "result": "client_error", "passed": true, "http_status": 406, "duration_ms": 641 } }, "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_32d667f01051ff6a", "api": "https://agentservicedirectory.com/api/v1/services/cand_32d667f01051ff6a" } }, { "id": "cand_9a2f450232cd5930", "tier": "discovered", "type": "mcp_server", "name": "io.github.DataLeadsPRO/browser-automation", "name_source": "registry", "branches": { "primary": "web/browser", "secondary": [], "method_version": "placement-ai/3", "tree_version": "tree/3", "placed_at": "2026-10-18T11:40:05.000Z" }, "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": "data.dataleads.pro", "provider": "dataleads.pro", "url": "https://data.dataleads.pro/mcp/browser-automation", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 26, "networks": [], "networks_source": "registry", "payment_protocols": [], "access": { "observed": null, "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": "2026-10-17T10:07:30.726Z", "monitoring_days": 1.5, "limited_evidence": true, "checks_30d": 2, "passed_30d": 2, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-18T11:45:21.910Z", "result": "client_error", "passed": true, "http_status": 406, "duration_ms": 326 } }, "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_9a2f450232cd5930", "api": "https://agentservicedirectory.com/api/v1/services/cand_9a2f450232cd5930" } }, { "id": "cand_8d61900d09f69b79", "tier": "discovered", "type": "mcp_server", "name": "io.github.DataLeadsPRO/company-enrichment", "name_source": "registry", "branches": { "primary": "search/companies-people/company-enrichment", "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/3", "criteria": { "says_what_it_does": true, "answers_now": true, "registry_payers_at_least_5": null, "curated_catalogue": null } }, "host": "data.dataleads.pro", "provider": "dataleads.pro", "url": "https://data.dataleads.pro/mcp/company-enrichment", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 26, "networks": [], "networks_source": "registry", "payment_protocols": [], "access": { "observed": null, "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": "2026-10-17T10:07:30.726Z", "monitoring_days": 1.5, "limited_evidence": true, "checks_30d": 2, "passed_30d": 2, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-18T11:40:32.122Z", "result": "client_error", "passed": true, "http_status": 406, "duration_ms": 372 } }, "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_8d61900d09f69b79", "api": "https://agentservicedirectory.com/api/v1/services/cand_8d61900d09f69b79" } }, { "id": "cand_f609801a418916f6", "tier": "discovered", "type": "mcp_server", "name": "io.github.DataLeadsPRO/domain-intelligence", "name_source": "registry", "branches": { "primary": "web/domains-network", "secondary": [], "method_version": "placement-ai/6", "tree_version": "tree/3", "placed_at": "2026-10-18T22:40:05.000Z" }, "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": "data.dataleads.pro", "provider": "dataleads.pro", "url": "https://data.dataleads.pro/mcp/domain-intelligence", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 26, "networks": [], "networks_source": "registry", "payment_protocols": [], "access": { "observed": null, "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": "2026-10-17T10:07:30.726Z", "monitoring_days": 1.5, "limited_evidence": true, "checks_30d": 2, "passed_30d": 2, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-18T12:05:19.733Z", "result": "client_error", "passed": true, "http_status": 406, "duration_ms": 515 } }, "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_f609801a418916f6", "api": "https://agentservicedirectory.com/api/v1/services/cand_f609801a418916f6" } }, { "id": "cand_da4e9a57b370b469", "tier": "discovered", "type": "mcp_server", "name": "io.github.DataLeadsPRO/google-ads-transparency", "name_source": "registry", "branches": { "primary": "commerce/advertising", "secondary": [], "method_version": "placement-ai/3", "tree_version": "tree/3", "placed_at": "2026-10-18T13:05:05.000Z" }, "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": "data.dataleads.pro", "provider": "dataleads.pro", "url": "https://data.dataleads.pro/mcp/google-ads-transparency", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 26, "networks": [], "networks_source": "registry", "payment_protocols": [], "access": { "observed": null, "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": "2026-10-17T10:07:30.726Z", "monitoring_days": 1.5, "limited_evidence": true, "checks_30d": 2, "passed_30d": 2, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-18T11:55:24.575Z", "result": "client_error", "passed": true, "http_status": 406, "duration_ms": 382 } }, "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_da4e9a57b370b469", "api": "https://agentservicedirectory.com/api/v1/services/cand_da4e9a57b370b469" } }, { "id": "cand_293ff215fcc786b7", "tier": "discovered", "type": "mcp_server", "name": "io.github.DataLeadsPRO/google-maps-leads", "name_source": "registry", "branches": { "primary": "places/local-data/business-listings", "secondary": [], "method_version": "placement-ai/3", "tree_version": "tree/3", "placed_at": "2026-10-18T09:10:05.000Z" }, "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": "data.dataleads.pro", "provider": "dataleads.pro", "url": "https://data.dataleads.pro/mcp/google-maps-leads", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 26, "networks": [], "networks_source": "registry", "payment_protocols": [], "access": { "observed": null, "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 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"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": "data.dataleads.pro", "provider": "dataleads.pro", "url": "https://data.dataleads.pro/mcp/google-serp", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 26, "networks": [], "networks_source": "registry", "payment_protocols": [], "access": { "observed": null, "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": "2026-10-17T10:07:30.726Z", "monitoring_days": 1.5, "limited_evidence": true, "checks_30d": 2, "passed_30d": 2, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-18T11:55:24.581Z", "result": "client_error", "passed": true, "http_status": 406, "duration_ms": 325 } }, "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_b4dd5d5e88277476", "api": "https://agentservicedirectory.com/api/v1/services/cand_b4dd5d5e88277476" } }, { "id": "cand_6cee381ba4530f91", "tier": "discovered", "type": "mcp_server", "name": "io.github.DataLeadsPRO/government-tenders", "name_source": "registry", "branches": { "primary": "commerce/procurement/public-tenders", "secondary": [], "method_version": "placement-ai/3", "tree_version": "tree/3", "placed_at": "2026-10-18T10:40:05.000Z" }, "package": null, "directory": { "in_directory": true, "method_version": "listing-criteria/3", "criteria": { "says_what_it_does": true, 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