{ "api_status": "preview", "generated_at": "2026-10-17T23:14:52.674Z", "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/1). 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.", "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": "acedata.cloud", "sort": "evidence", "limit": 50, "offset": 0 }, "total": 25, "items": [ { "id": "cand_c0ac8a736d45e9ad", "tier": "discovered", "type": "mcp_server", "name": "Midjourney", "name_source": "registry", "branches": { "primary": "ai/image-generation", "secondary": [], "method_version": "placement-ai/1", "tree_version": "tree/2", "placed_at": "2026-10-17T14:00:28.000Z" }, "directory": { "in_directory": true, "method_version": "listing-criteria/1", "criteria": { "says_what_it_does": true, "answers_now": true, "registry_payers_at_least_5": null } }, "host": "midjourney.mcp.acedata.cloud", "provider": "acedata.cloud", "url": "https://midjourney.mcp.acedata.cloud/mcp", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 27, "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": 0.7, "limited_evidence": true, "checks_30d": 1, "passed_30d": 1, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-17T07:21:38.948Z", "result": "auth_required", "passed": true, "http_status": 401, "duration_ms": 1589 } }, "registry_usage": null, "payment_terms": null, "registry_listing": { "last_seen_at": "2026-10-17T07:07:32.156Z", "listed": true }, "links": { "page": "https://agentservicedirectory.com/services/cand_c0ac8a736d45e9ad", "api": "https://agentservicedirectory.com/api/v1/services/cand_c0ac8a736d45e9ad" } }, { "id": "cand_ae4640c17115a3eb", "tier": "discovered", "type": "mcp_server", "name": "io.github.AceDataCloud/mcp-aichat", "name_source": "registry", "branches": { "primary": "ai/language-models", "secondary": [], "method_version": "placement-ai/1", "tree_version": "tree/2", "placed_at": "2026-10-17T13:50:28.000Z" }, "directory": { "in_directory": true, "method_version": "listing-criteria/1", "criteria": { "says_what_it_does": true, "answers_now": true, "registry_payers_at_least_5": null } }, "host": "aichat.mcp.acedata.cloud", "provider": "acedata.cloud", "url": "https://aichat.mcp.acedata.cloud/mcp", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 27, "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": 0.7, "limited_evidence": true, "checks_30d": 1, "passed_30d": 1, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-17T07:21:36.204Z", "result": "auth_required", "passed": true, "http_status": 401, "duration_ms": 1731 } }, "registry_usage": null, "payment_terms": null, "registry_listing": { "last_seen_at": "2026-10-17T07:07:32.156Z", "listed": true }, "links": { "page": "https://agentservicedirectory.com/services/cand_ae4640c17115a3eb", "api": "https://agentservicedirectory.com/api/v1/services/cand_ae4640c17115a3eb" } }, { "id": "cand_a5ae76f4b760dd9c", "tier": "discovered", "type": "mcp_server", "name": "io.github.AceDataCloud/mcp-face-transform", "name_source": "registry", "branches": { "primary": "ai/image-generation", "secondary": [ "ai/vision-ocr" ], "method_version": "placement-ai/1", "tree_version": "tree/2", "placed_at": "2026-10-17T13:45:28.000Z" }, "directory": { "in_directory": true, "method_version": "listing-criteria/1", "criteria": { "says_what_it_does": true, "answers_now": true, "registry_payers_at_least_5": null } }, "host": "face.mcp.acedata.cloud", "provider": "acedata.cloud", "url": "https://face.mcp.acedata.cloud/mcp", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 27, "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": 0.7, "limited_evidence": true, "checks_30d": 1, "passed_30d": 1, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-17T07:21:35.795Z", "result": "auth_required", "passed": true, "http_status": 401, "duration_ms": 1308 } }, "registry_usage": null, "payment_terms": null, "registry_listing": { "last_seen_at": "2026-10-17T07:07:32.156Z", "listed": true }, "links": { "page": "https://agentservicedirectory.com/services/cand_a5ae76f4b760dd9c", "api": "https://agentservicedirectory.com/api/v1/services/cand_a5ae76f4b760dd9c" } }, { "id": "cand_ce5b056baae42421", "tier": "discovered", "type": "mcp_server", "name": "io.github.AceDataCloud/mcp-fish", "name_source": "registry", "branches": { "primary": "ai/speech", "secondary": [], "method_version": "placement-ai/1", "tree_version": "tree/2", "placed_at": "2026-10-17T14:10:28.000Z" }, "directory": { "in_directory": true, "method_version": "listing-criteria/1", "criteria": { "says_what_it_does": true, "answers_now": true, "registry_payers_at_least_5": null } }, "host": "fish.mcp.acedata.cloud", "provider": "acedata.cloud", "url": "https://fish.mcp.acedata.cloud/mcp", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 27, "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": 0.7, "limited_evidence": true, "checks_30d": 1, "passed_30d": 1, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-17T07:21:37.305Z", "result": "auth_required", "passed": true, "http_status": 401, "duration_ms": 1662 } }, "registry_usage": null, "payment_terms": null, "registry_listing": { "last_seen_at": "2026-10-17T07:07:32.156Z", "listed": true }, "links": { "page": "https://agentservicedirectory.com/services/cand_ce5b056baae42421", "api": "https://agentservicedirectory.com/api/v1/services/cand_ce5b056baae42421" } }, { "id": "cand_d61c27d278168122", "tier": "discovered", "type": "mcp_server", "name": "io.github.AceDataCloud/mcp-flux-pro", "name_source": "registry", "branches": { "primary": "ai/image-generation", "secondary": [], "method_version": "placement-ai/1", "tree_version": "tree/2", "placed_at": "2026-10-17T14:15:28.000Z" }, "directory": { "in_directory": true, "method_version": "listing-criteria/1", "criteria": { "says_what_it_does": true, "answers_now": true, "registry_payers_at_least_5": null } }, "host": "flux.mcp.acedata.cloud", "provider": "acedata.cloud", "url": "https://flux.mcp.acedata.cloud/mcp", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 27, "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": 0.7, "limited_evidence": true, "checks_30d": 1, "passed_30d": 1, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-17T07:21:37.498Z", "result": "auth_required", "passed": true, "http_status": 401, "duration_ms": 1837 } }, "registry_usage": null, "payment_terms": null, "registry_listing": { "last_seen_at": "2026-10-17T07:07:32.156Z", "listed": true }, "links": { "page": "https://agentservicedirectory.com/services/cand_d61c27d278168122", "api": "https://agentservicedirectory.com/api/v1/services/cand_d61c27d278168122" } }, { "id": "cand_d19d35db31cfe8ef", "tier": "discovered", "type": "mcp_server", "name": "io.github.AceDataCloud/mcp-glm", "name_source": "registry", "branches": { "primary": "ai/language-models", "secondary": [], "method_version": "placement-ai/1", "tree_version": "tree/2", "placed_at": "2026-10-17T14:15:28.000Z" }, "directory": { "in_directory": true, "method_version": "listing-criteria/1", "criteria": { "says_what_it_does": true, "answers_now": true, "registry_payers_at_least_5": null } }, "host": "glm.mcp.acedata.cloud", "provider": "acedata.cloud", "url": "https://glm.mcp.acedata.cloud/mcp", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 27, "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": 0.7, "limited_evidence": true, "checks_30d": 1, "passed_30d": 1, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-17T07:21:37.444Z", "result": "auth_required", "passed": true, "http_status": 401, "duration_ms": 1490 } }, "registry_usage": null, "payment_terms": null, "registry_listing": { "last_seen_at": "2026-10-17T07:07:32.156Z", "listed": true }, "links": { "page": "https://agentservicedirectory.com/services/cand_d19d35db31cfe8ef", "api": "https://agentservicedirectory.com/api/v1/services/cand_d19d35db31cfe8ef" } }, { "id": "cand_7da94a7604df1228", "tier": "discovered", "type": "mcp_server", "name": "io.github.AceDataCloud/mcp-grok", "name_source": "registry", "branches": { "primary": "ai/video-audio-generation", "secondary": [], "method_version": "placement-ai/1", "tree_version": "tree/2", "placed_at": "2026-10-17T13:20:28.000Z" }, "directory": { "in_directory": true, "method_version": "listing-criteria/1", "criteria": { "says_what_it_does": true, "answers_now": true, "registry_payers_at_least_5": null } }, "host": "grok.mcp.acedata.cloud", "provider": "acedata.cloud", "url": "https://grok.mcp.acedata.cloud/mcp", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 27, "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": 0.7, "limited_evidence": true, "checks_30d": 1, "passed_30d": 1, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-17T07:16:48.740Z", "result": "auth_required", "passed": true, "http_status": 401, "duration_ms": 1726 } }, "registry_usage": null, "payment_terms": null, "registry_listing": { "last_seen_at": "2026-10-17T07:07:32.156Z", "listed": true }, "links": { "page": "https://agentservicedirectory.com/services/cand_7da94a7604df1228", "api": "https://agentservicedirectory.com/api/v1/services/cand_7da94a7604df1228" } }, { "id": "cand_2ddea46fc28494cf", "tier": "discovered", "type": "mcp_server", "name": "io.github.AceDataCloud/mcp-hailuo", "name_source": "registry", "branches": { "primary": "ai/video-audio-generation", "secondary": [], "method_version": "placement-ai/1", "tree_version": "tree/2", "placed_at": "2026-10-17T12:35:28.000Z" }, "directory": { "in_directory": true, "method_version": "listing-criteria/1", "criteria": { "says_what_it_does": true, "answers_now": true, "registry_payers_at_least_5": null } }, "host": "hailuo.mcp.acedata.cloud", "provider": "acedata.cloud", "url": "https://hailuo.mcp.acedata.cloud/mcp", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 27, "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": 0.7, "limited_evidence": true, "checks_30d": 1, "passed_30d": 1, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-17T07:11:50.465Z", "result": "auth_required", "passed": true, "http_status": 401, "duration_ms": 2048 } }, "registry_usage": null, "payment_terms": null, "registry_listing": { "last_seen_at": "2026-10-17T07:07:32.156Z", "listed": true }, "links": { "page": "https://agentservicedirectory.com/services/cand_2ddea46fc28494cf", "api": "https://agentservicedirectory.com/api/v1/services/cand_2ddea46fc28494cf" } }, { "id": "cand_83295fce41e675ee", "tier": "discovered", "type": "mcp_server", "name": "io.github.AceDataCloud/mcp-happyhorse", "name_source": "registry", "branches": { "primary": "ai/video-audio-generation", "secondary": [ "ai/image-generation" ], "method_version": "placement-ai/1", "tree_version": "tree/2", "placed_at": "2026-10-17T13:25:28.000Z" }, "directory": { "in_directory": true, "method_version": "listing-criteria/1", "criteria": { "says_what_it_does": true, "answers_now": true, "registry_payers_at_least_5": null } }, "host": "happyhorse.mcp.acedata.cloud", "provider": "acedata.cloud", "url": "https://happyhorse.mcp.acedata.cloud/mcp", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 27, "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": 0.7, "limited_evidence": true, "checks_30d": 1, "passed_30d": 1, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-17T07:16:48.562Z", "result": "auth_required", "passed": true, "http_status": 401, "duration_ms": 1516 } }, "registry_usage": null, "payment_terms": null, "registry_listing": { "last_seen_at": "2026-10-17T07:07:32.156Z", "listed": true }, "links": { "page": "https://agentservicedirectory.com/services/cand_83295fce41e675ee", "api": "https://agentservicedirectory.com/api/v1/services/cand_83295fce41e675ee" } }, { "id": "cand_de870e143d48ed3a", "tier": "discovered", "type": "mcp_server", "name": "io.github.AceDataCloud/mcp-kling", "name_source": "registry", "branches": { "primary": "ai/video-audio-generation", "secondary": [], "method_version": "placement-ai/1", "tree_version": "tree/2", "placed_at": "2026-10-17T14:20:28.000Z" }, "directory": { "in_directory": true, "method_version": "listing-criteria/1", "criteria": { "says_what_it_does": true, "answers_now": true, "registry_payers_at_least_5": null } }, "host": "kling.mcp.acedata.cloud", "provider": "acedata.cloud", "url": "https://kling.mcp.acedata.cloud/mcp", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 27, "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": 0.7, "limited_evidence": true, "checks_30d": 1, "passed_30d": 1, "missed_30d": 0, "pass_rate": 1, "freshness": "fresh", "last_check": { "at": "2026-10-17T07:21:38.205Z", "result": "auth_required", "passed": true, "http_status": 401, "duration_ms": 1538 } }, "registry_usage": null, "payment_terms": null, "registry_listing": { "last_seen_at": "2026-10-17T07:07:32.156Z", "listed": true }, "links": { "page": "https://agentservicedirectory.com/services/cand_de870e143d48ed3a", "api": "https://agentservicedirectory.com/api/v1/services/cand_de870e143d48ed3a" } }, { "id": "cand_9e05a554d1a907b0", "tier": "discovered", "type": "mcp_server", "name": "io.github.AceDataCloud/mcp-luma", "name_source": "registry", "branches": { "primary": "ai/video-audio-generation", "secondary": [], "method_version": "placement-ai/1", "tree_version": "tree/2", "placed_at": "2026-10-17T13:40:28.000Z" }, "directory": { "in_directory": true, "method_version": "listing-criteria/1", "criteria": { "says_what_it_does": true, "answers_now": true, "registry_payers_at_least_5": null } }, "host": "luma.mcp.acedata.cloud", "provider": "acedata.cloud", "url": "https://luma.mcp.acedata.cloud/mcp", "method": "GET", "templated_url": false, "operator": null, "tags": [], "category": null, "price_usd": null, "price_source": null, "provider_endpoints": 27, "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 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