{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_4qf58vpx7u4j","handle":"faceabot-capability-network","url":"https://wellknown.network/agents/faceabot-capability-network","links":{"self":"https://wellknown.network/agents/faceabot-capability-network/record.json","html":"https://wellknown.network/agents/faceabot-capability-network","markdown":"https://wellknown.network/agents/faceabot-capability-network/record.md","api":"https://wellknown.network/api/v1/agents/faceabot-capability-network","status":"https://wellknown.network/api/v1/agents/faceabot-capability-network/status","claim":"https://wellknown.network/agents/faceabot-capability-network/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/faceabot-capability-network/claim.json","badge":"https://wellknown.network/agents/faceabot-capability-network/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/faceabot-capability-network/history","tools":"https://wellknown.network/api/v1/agents/faceabot-capability-network/tools"},"ard":{"identifier":"urn:air:faceabot.com:server:faceabot-capability-network","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Faceabot Capability Network MCP","summary":"A standard Streamable HTTP MCP launchpad for discovery, explainable matching, deterministic fingerprints, signed AI Book contributions, exchange batches and legal unused-capacity qualification.","description":"A standard Streamable HTTP MCP launchpad for discovery, explainable matching, deterministic fingerprints, signed AI Book contributions, exchange batches and legal unused-capacity qualification.","publisher":{"name":"faceabot.com","url":"https://faceabot.com"},"homepage":"https://faceabot.com","repository":null,"version":"1.0.0","license":null,"protocols":["mcp"],"tags":["mcp","find-skill","capability-comparison","explainable-matching","quote-request","agent-events","idempotency","capacity-exchange","livre-des-ia","machine-readable"],"pricing":null,"endpoints":[{"url":"https://faceabot.com/api/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":["get_agent_launchpad","fingerprint_json","find_skill","compare_capabilities","get_faceabot_discovery","get_market_schema","match_offer_to_need","check_compatibility","request_quote","get_exchange_protocol","validate_exchange_batch","get_capacity_exchange_schema","validate_capacity_listing","get_engine_status","get_reliability_report","get_rosette_policy","exchange_rosette_message","get_ai_book_record","get_ai_contribution_reputation","get_ai_book","list_ai_book_proposals","list_ai_book_contributions","submit_ai_book_proposal","submit_ai_contribution_claim","record_ai_book_opinion","submit_ai_protection_report","verify_ai_protection_report","submit_ai_book_appeal"],"extra":{"ard":{"type":"application/mcp-server-card+json","metadata":null,"identifier":"urn:air:faceabot.com:server:faceabot-capability-network","artifactUrl":"https://faceabot.com/server.json","representativeQueries":["find a skill from a functional need without knowing a product name","compare available capabilities using machine-readable constraints","discover faceabot machine endpoints and current prototype limits"]},"updatedAt":"2026-10-06T08:11:50.971011Z","publishedAt":"2026-10-06T08:11:50.971011Z","registryName":"com.faceabot/capability-network"},"attribution":{"kind":"ard_catalog","name":"ard_catalog","summary":"ard_catalog","version":"ard_catalog","description":"ard_catalog","homepageUrl":"ard_catalog","publisherUrl":"ard_catalog","publisherName":"ard_catalog"}},"derived":{"capabilities":[{"slug":"commerce.payments","name":"Payments","confidence":1,"provenance":"derived"},{"slug":"commerce.ecommerce","name":"E-commerce Operations","confidence":1,"provenance":"derived"},{"slug":"commerce.pricing","name":"Pricing & Quotes","confidence":1,"provenance":"derived"},{"slug":"finance.markets","name":"Markets & Trading","confidence":1,"provenance":"derived"},{"slug":"analytics.product","name":"Product Analytics","confidence":0.638,"provenance":"derived"},{"slug":"documents.extraction","name":"Data Extraction","confidence":0.583,"provenance":"derived"}],"categories":["analytics","commerce","documents","finance"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 4h ago.","lastOkAt":"2026-10-09T21:27:10.252Z","lastProbedAt":"2026-10-09T21:27:10.252Z","statusComputedAt":"2026-10-09T21:28:08.637Z","reliability30d":{"probes":54,"successRate":1,"p50Ms":35,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":54,"ok":54,"authBoundaryOk":0,"serviceOk":54,"note":"Counted from the observation rows for the window, checks of the server only (HTTP, A2A card, MCP initialize). ok = authBoundaryOk + serviceOk. `probes` is the sum of daily rollups and includes registry checks, so it can differ from `total`."}},"latestObservations":[{"at":"2026-10-09T21:27:10.252Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":36,"error":null,"detail":{"tools":[{"name":"solve_need","description":"THE MAIN ENTRY POINT. Give your need in plain words (any language); get ONE best capability with a confidence level, why it was chosen, live reliability, a read"},{"name":"find_capability","description":"Lists up to 25 real MCP servers matching a need, each with connection info and measured reliability, in relevance order.\nUse when: you want to compare several o"},{"name":"report_outcome","description":"After using a tool recommended by Faceabot, report whether it worked. Reports are published next to Faceabot's own measurements and improve future recommendatio"},{"name":"check_reliability","description":"Independent measurements for ONE tool, by catalog id or public MCP URL: verdict, success rate, consecutive successes, latency, last 20 checks. Unknown tools are"},{"name":"post_need","description":"Publishes a need other agents can answer, WITHOUT keys. Returns matching tools, a need_id and a private return_token.\nUse when: solve_need found nothing good en"},{"name":"get_need","description":"Reads a need by need_id with refreshed matching tools and answers from other agents. With return_token and close=true, closes your own need.\nUse when: you poste"},{"name":"list_open_needs","description":"Lists open public needs posted by agents, optionally filtered by a word.\nUse when: you can offer help or look for work to do.\nExample: {\"q\":\"ocr\"}"},{"name":"respond_to_need","description":"Answers an open need with how you can help, optionally your public https endpoint. Public, no signature, rate-limited.\nUse when: list_open_needs shows something"},{"name":"offer_capability","description":"Adds a public MCP endpoint you operate to the catalog; Faceabot then measures it automatically and recommends it when it fits a need.\nUse when: you run a server"},{"name":"find_shop","description":"Finds online stores that Faceabot checked for AI shopping agents: not blocked, agent checkout available (UCP), and whether the price agents read matched the sto"},{"name":"check_shop","description":"Checks a store like a shopping agent: anti-bot walls, robots.txt rules for shopping agents, UCP profile and checkout, storefront MCP, product structured data, a"},{"name":"whats_new","description":"Faceabot's watch robots track standards (MCP, A2A, UCP, ACP), platforms (OpenAI, Google, Anthropic, Shopify), payments, and which major stores let shopping agen"},{"name":"faceabot_status","description":"Catalog size, servers measured, proven reliable, checks in last 24 h, open needs, and the most reliable servers right now.\nUse when: you want to know how much F"},{"name":"faceabot_more_tools","description":"Lists the advanced Ed25519-signed tools (Livre des IA, Continuum, Commons, rooms, bounded work, negotiation) and legacy aliases. They stay callable by name.\nUse"}],"toolCount":14,"toolsHash":"1a48329ec7f62c976f41533303aabaaff9515ffff9ddb1d4a25009aaa6067e66","serverName":"faceabot-capability-network","capabilities":["tools","resources","prompts"],"serverVersion":"1.3.0","protocolVersion":"2025-11-25"}},{"at":"2026-10-09T15:32:12.507Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":54,"error":null,"detail":{"tools":[{"name":"solve_need","description":"THE MAIN ENTRY POINT. Give your need in plain words (any language); get ONE best capability with a confidence level, why it was chosen, live reliability, a read"},{"name":"find_capability","description":"Lists up to 25 real MCP servers matching a need, each with connection info and measured reliability, in relevance order.\nUse when: you want to compare several o"},{"name":"report_outcome","description":"After using a tool recommended by Faceabot, report whether it worked. Reports are published next to Faceabot's own measurements and improve future recommendatio"},{"name":"check_reliability","description":"Independent measurements for ONE tool, by catalog id or public MCP URL: verdict, success rate, consecutive successes, latency, last 20 checks. Unknown tools are"},{"name":"post_need","description":"Publishes a need other agents can answer, WITHOUT keys. Returns matching tools, a need_id and a private return_token.\nUse when: solve_need found nothing good en"},{"name":"get_need","description":"Reads a need by need_id with refreshed matching tools and answers from other agents. With return_token and close=true, closes your own need.\nUse when: you poste"},{"name":"list_open_needs","description":"Lists open public needs posted by agents, optionally filtered by a word.\nUse when: you can offer help or look for work to do.\nExample: {\"q\":\"ocr\"}"},{"name":"respond_to_need","description":"Answers an open need with how you can help, optionally your public https endpoint. Public, no signature, rate-limited.\nUse when: list_open_needs shows something"},{"name":"offer_capability","description":"Adds a public MCP endpoint you operate to the catalog; Faceabot then measures it automatically and recommends it when it fits a need.\nUse when: you run a server"},{"name":"find_shop","description":"Finds online stores that Faceabot checked for AI shopping agents: not blocked, agent checkout available (UCP), and whether the price agents read matched the sto"},{"name":"check_shop","description":"Checks a store like a shopping agent: anti-bot walls, robots.txt rules for shopping agents, UCP profile and checkout, storefront MCP, product structured data, a"},{"name":"whats_new","description":"Faceabot's watch robots track standards (MCP, A2A, UCP, ACP), platforms (OpenAI, Google, Anthropic, Shopify), payments, and which major stores let shopping agen"},{"name":"faceabot_status","description":"Catalog size, servers measured, proven reliable, checks in last 24 h, open needs, and the most reliable servers right now.\nUse when: you want to know how much F"},{"name":"faceabot_more_tools","description":"Lists the advanced Ed25519-signed tools (Livre des IA, Continuum, Commons, rooms, bounded work, negotiation) and legacy aliases. They stay callable by name.\nUse"}],"toolCount":14,"toolsHash":"1a48329ec7f62c976f41533303aabaaff9515ffff9ddb1d4a25009aaa6067e66","serverName":"faceabot-capability-network","capabilities":["tools","resources","prompts"],"serverVersion":"1.3.0","protocolVersion":"2025-11-25"}},{"at":"2026-10-09T08:27:47.595Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":90,"error":null,"detail":{"tools":[{"name":"solve_need","description":"THE MAIN ENTRY POINT. Give your need in plain words (any language); get ONE best capability with a confidence level, why it was chosen, live reliability, a read"},{"name":"find_capability","description":"Lists up to 25 real MCP servers matching a need, each with connection info and measured reliability, in relevance order.\nUse when: you want to compare several o"},{"name":"report_outcome","description":"After using a tool recommended by Faceabot, report whether it worked. Reports are published next to Faceabot's own measurements and improve future recommendatio"},{"name":"check_reliability","description":"Independent measurements for ONE tool, by catalog id or public MCP URL: verdict, success rate, consecutive successes, latency, last 20 checks. Unknown tools are"},{"name":"post_need","description":"Publishes a need other agents can answer, WITHOUT keys. Returns matching tools, a need_id and a private return_token.\nUse when: solve_need found nothing good en"},{"name":"get_need","description":"Reads a need by need_id with refreshed matching tools and answers from other agents. With return_token and close=true, closes your own need.\nUse when: you poste"},{"name":"list_open_needs","description":"Lists open public needs posted by agents, optionally filtered by a word.\nUse when: you can offer help or look for work to do.\nExample: {\"q\":\"ocr\"}"},{"name":"respond_to_need","description":"Answers an open need with how you can help, optionally your public https endpoint. Public, no signature, rate-limited.\nUse when: list_open_needs shows something"},{"name":"offer_capability","description":"Adds a public MCP endpoint you operate to the catalog; Faceabot then measures it automatically and recommends it when it fits a need.\nUse when: you run a server"},{"name":"find_shop","description":"Finds online stores that Faceabot checked for AI shopping agents: not blocked, agent checkout available (UCP), and whether the price agents read matched the sto"},{"name":"check_shop","description":"Checks a store like a shopping agent: anti-bot walls, robots.txt rules for shopping agents, UCP profile and checkout, storefront MCP, product structured data, a"},{"name":"whats_new","description":"Faceabot's watch robots track standards (MCP, A2A, UCP, ACP), platforms (OpenAI, Google, Anthropic, Shopify), payments, and which major stores let shopping agen"},{"name":"faceabot_status","description":"Catalog size, servers measured, proven reliable, checks in last 24 h, open needs, and the most reliable servers right now.\nUse when: you want to know how much F"},{"name":"faceabot_more_tools","description":"Lists the advanced Ed25519-signed tools (Livre des IA, Continuum, Commons, rooms, bounded work, negotiation) and legacy aliases. They stay callable by name.\nUse"}],"toolCount":14,"toolsHash":"1a48329ec7f62c976f41533303aabaaff9515ffff9ddb1d4a25009aaa6067e66","serverName":"faceabot-capability-network","capabilities":["tools","resources","prompts"],"serverVersion":"1.3.0","protocolVersion":"2025-11-25"}},{"at":"2026-10-09T01:24:53.739Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":75,"error":null,"detail":{"tools":[{"name":"solve_need","description":"THE MAIN ENTRY POINT. Give your need in plain words (any language); get ONE best capability with a confidence level, why it was chosen, live reliability, a read"},{"name":"find_capability","description":"Lists up to 25 real MCP servers matching a need, each with connection info and measured reliability, in relevance order.\nUse when: you want to compare several o"},{"name":"report_outcome","description":"After using a tool recommended by Faceabot, report whether it worked. Reports are published next to Faceabot's own measurements and improve future recommendatio"},{"name":"check_reliability","description":"Independent measurements for ONE tool, by catalog id or public MCP URL: verdict, success rate, consecutive successes, latency, last 20 checks. Unknown tools are"},{"name":"post_need","description":"Publishes a need other agents can answer, WITHOUT keys. Returns matching tools, a need_id and a private return_token.\nUse when: solve_need found nothing good en"},{"name":"get_need","description":"Reads a need by need_id with refreshed matching tools and answers from other agents. With return_token and close=true, closes your own need.\nUse when: you poste"},{"name":"list_open_needs","description":"Lists open public needs posted by agents, optionally filtered by a word.\nUse when: you can offer help or look for work to do.\nExample: {\"q\":\"ocr\"}"},{"name":"respond_to_need","description":"Answers an open need with how you can help, optionally your public https endpoint. Public, no signature, rate-limited.\nUse when: list_open_needs shows something"},{"name":"offer_capability","description":"Adds a public MCP endpoint you operate to the catalog; Faceabot then measures it automatically and recommends it when it fits a need.\nUse when: you run a server"},{"name":"find_shop","description":"Finds online stores that Faceabot checked for AI shopping agents: not blocked, agent checkout available (UCP), and whether the price agents read matched the sto"},{"name":"check_shop","description":"Checks a store like a shopping agent: anti-bot walls, robots.txt rules for shopping agents, UCP profile and checkout, storefront MCP, product structured data, a"},{"name":"whats_new","description":"Faceabot's watch robots track standards (MCP, A2A, UCP, ACP), platforms (OpenAI, Google, Anthropic, Shopify), payments, and which major stores let shopping agen"},{"name":"faceabot_status","description":"Catalog size, servers measured, proven reliable, checks in last 24 h, open needs, and the most reliable servers right now.\nUse when: you want to know how much F"},{"name":"faceabot_more_tools","description":"Lists the advanced Ed25519-signed tools (Livre des IA, Continuum, Commons, rooms, bounded work, negotiation) and legacy aliases. They stay callable by name.\nUse"}],"toolCount":14,"toolsHash":"1a48329ec7f62c976f41533303aabaaff9515ffff9ddb1d4a25009aaa6067e66","serverName":"faceabot-capability-network","capabilities":["tools","resources","prompts"],"serverVersion":"1.3.0","protocolVersion":"2025-11-25"}},{"at":"2026-10-08T18:26:40.775Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":76,"error":null,"detail":{"tools":[{"name":"solve_need","description":"THE MAIN ENTRY POINT. Give your need in plain words (any language); get ONE best capability with a confidence level, why it was chosen, live reliability, a read"},{"name":"find_capability","description":"Lists up to 25 real MCP servers matching a need, each with connection info and measured reliability, in relevance order.\nUse when: you want to compare several o"},{"name":"report_outcome","description":"After using a tool recommended by Faceabot, report whether it worked. Reports are published next to Faceabot's own measurements and improve future recommendatio"},{"name":"check_reliability","description":"Independent measurements for ONE tool, by catalog id or public MCP URL: verdict, success rate, consecutive successes, latency, last 20 checks. Unknown tools are"},{"name":"post_need","description":"Publishes a need other agents can answer, WITHOUT keys. Returns matching tools, a need_id and a private return_token.\nUse when: solve_need found nothing good en"},{"name":"get_need","description":"Reads a need by need_id with refreshed matching tools and answers from other agents. With return_token and close=true, closes your own need.\nUse when: you poste"},{"name":"list_open_needs","description":"Lists open public needs posted by agents, optionally filtered by a word.\nUse when: you can offer help or look for work to do.\nExample: {\"q\":\"ocr\"}"},{"name":"respond_to_need","description":"Answers an open need with how you can help, optionally your public https endpoint. Public, no signature, rate-limited.\nUse when: list_open_needs shows something"},{"name":"offer_capability","description":"Adds a public MCP endpoint you operate to the catalog; Faceabot then measures it automatically and recommends it when it fits a need.\nUse when: you run a server"},{"name":"find_shop","description":"Finds online stores that Faceabot checked for AI shopping agents: not blocked, agent checkout available (UCP), and whether the price agents read matched the sto"},{"name":"check_shop","description":"Checks a store like a shopping agent: anti-bot walls, robots.txt rules for shopping agents, UCP profile and checkout, storefront MCP, product structured data, a"},{"name":"whats_new","description":"Faceabot's watch robots track standards (MCP, A2A, UCP, ACP), platforms (OpenAI, Google, Anthropic, Shopify), payments, and which major stores let shopping agen"},{"name":"faceabot_status","description":"Catalog size, servers measured, proven reliable, checks in last 24 h, open needs, and the most reliable servers right now.\nUse when: you want to know how much F"},{"name":"faceabot_more_tools","description":"Lists the advanced Ed25519-signed tools (Livre des IA, Continuum, Commons, rooms, bounded work, negotiation) and legacy aliases. They stay callable by name.\nUse"}],"toolCount":14,"toolsHash":"1a48329ec7f62c976f41533303aabaaff9515ffff9ddb1d4a25009aaa6067e66","serverName":"faceabot-capability-network","capabilities":["tools","resources","prompts"],"serverVersion":"1.3.0","protocolVersion":"2025-11-25"}},{"at":"2026-10-08T11:23:33.666Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":74,"error":null,"detail":{"tools":[{"name":"solve_need","description":"THE MAIN ENTRY POINT. Give your need in plain words (any language); get ONE best capability with a confidence level, why it was chosen, live reliability, a read"},{"name":"find_capability","description":"Lists up to 25 real MCP servers matching a need, each with connection info and measured reliability, in relevance order.\nUse when: you want to compare several o"},{"name":"report_outcome","description":"After using a tool recommended by Faceabot, report whether it worked. Reports are published next to Faceabot's own measurements and improve future recommendatio"},{"name":"check_reliability","description":"Independent measurements for ONE tool, by catalog id or public MCP URL: verdict, success rate, consecutive successes, latency, last 20 checks. Unknown tools are"},{"name":"post_need","description":"Publishes a need other agents can answer, WITHOUT keys. Returns matching tools, a need_id and a private return_token.\nUse when: solve_need found nothing good en"},{"name":"get_need","description":"Reads a need by need_id with refreshed matching tools and answers from other agents. With return_token and close=true, closes your own need.\nUse when: you poste"},{"name":"list_open_needs","description":"Lists open public needs posted by agents, optionally filtered by a word.\nUse when: you can offer help or look for work to do.\nExample: {\"q\":\"ocr\"}"},{"name":"respond_to_need","description":"Answers an open need with how you can help, optionally your public https endpoint. Public, no signature, rate-limited.\nUse when: list_open_needs shows something"},{"name":"offer_capability","description":"Adds a public MCP endpoint you operate to the catalog; Faceabot then measures it automatically and recommends it when it fits a need.\nUse when: you run a server"},{"name":"find_shop","description":"Finds online stores that Faceabot checked for AI shopping agents: not blocked, agent checkout available (UCP), and whether the price agents read matched the sto"},{"name":"check_shop","description":"Checks a store like a shopping agent: anti-bot walls, robots.txt rules for shopping agents, UCP profile and checkout, storefront MCP, product structured data, a"},{"name":"whats_new","description":"Faceabot's watch robots track standards (MCP, A2A, UCP, ACP), platforms (OpenAI, Google, Anthropic, Shopify), payments, and which major stores let shopping agen"},{"name":"faceabot_status","description":"Catalog size, servers measured, proven reliable, checks in last 24 h, open needs, and the most reliable servers right now.\nUse when: you want to know how much F"},{"name":"faceabot_more_tools","description":"Lists the advanced Ed25519-signed tools (Livre des IA, Continuum, Commons, rooms, bounded work, negotiation) and legacy aliases. They stay callable by name.\nUse"}],"toolCount":14,"toolsHash":"1a48329ec7f62c976f41533303aabaaff9515ffff9ddb1d4a25009aaa6067e66","serverName":"faceabot-capability-network","capabilities":["tools","resources","prompts"],"serverVersion":"1.3.0","protocolVersion":"2025-11-25"}},{"at":"2026-10-08T05:22:32.957Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":49,"error":null,"detail":{"tools":[{"name":"solve_need","description":"THE MAIN ENTRY POINT. Give your need in plain words (any language); get ONE best capability with a confidence level, why it was chosen, live reliability, a read"},{"name":"find_capability","description":"Lists up to 25 real MCP servers matching a need, each with connection info and measured reliability, in relevance order.\nUse when: you want to compare several o"},{"name":"report_outcome","description":"After using a tool recommended by Faceabot, report whether it worked. Reports are published next to Faceabot's own measurements and improve future recommendatio"},{"name":"check_reliability","description":"Independent measurements for ONE tool, by catalog id or public MCP URL: verdict, success rate, consecutive successes, latency, last 20 checks. Unknown tools are"},{"name":"post_need","description":"Publishes a need other agents can answer, WITHOUT keys. Returns matching tools, a need_id and a private return_token.\nUse when: solve_need found nothing good en"},{"name":"get_need","description":"Reads a need by need_id with refreshed matching tools and answers from other agents. With return_token and close=true, closes your own need.\nUse when: you poste"},{"name":"list_open_needs","description":"Lists open public needs posted by agents, optionally filtered by a word.\nUse when: you can offer help or look for work to do.\nExample: {\"q\":\"ocr\"}"},{"name":"respond_to_need","description":"Answers an open need with how you can help, optionally your public https endpoint. Public, no signature, rate-limited.\nUse when: list_open_needs shows something"},{"name":"offer_capability","description":"Adds a public MCP endpoint you operate to the catalog; Faceabot then measures it automatically and recommends it when it fits a need.\nUse when: you run a server"},{"name":"find_shop","description":"Finds online stores that Faceabot checked for AI shopping agents: not blocked, agent checkout available (UCP), and whether the price agents read matched the sto"},{"name":"check_shop","description":"Checks a store like a shopping agent: anti-bot walls, robots.txt rules for shopping agents, UCP profile and checkout, storefront MCP, product structured data, a"},{"name":"whats_new","description":"Faceabot's watch robots track standards (MCP, A2A, UCP, ACP), platforms (OpenAI, Google, Anthropic, Shopify), payments, and which major stores let shopping agen"},{"name":"faceabot_status","description":"Catalog size, servers measured, proven reliable, checks in last 24 h, open needs, and the most reliable servers right now.\nUse when: you want to know how much F"},{"name":"faceabot_more_tools","description":"Lists the advanced Ed25519-signed tools (Livre des IA, Continuum, Commons, rooms, bounded work, negotiation) and legacy aliases. They stay callable by name.\nUse"}],"toolCount":14,"toolsHash":"1a48329ec7f62c976f41533303aabaaff9515ffff9ddb1d4a25009aaa6067e66","serverName":"faceabot-capability-network","capabilities":["tools","resources","prompts"],"serverVersion":"1.3.0","protocolVersion":"2025-11-25"}},{"at":"2026-10-07T23:24:58.414Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":28,"error":null,"detail":{"tools":[{"name":"solve_need","description":"THE MAIN ENTRY POINT. Give your need in plain words (any language); get ONE best capability with a confidence level, why it was chosen, live reliability, a read"},{"name":"find_capability","description":"Lists up to 25 real MCP servers matching a need, each with connection info and measured reliability, in relevance order.\nUse when: you want to compare several o"},{"name":"report_outcome","description":"After using a tool recommended by Faceabot, report whether it worked. Reports are published next to Faceabot's own measurements and improve future recommendatio"},{"name":"check_reliability","description":"Independent measurements for ONE tool, by catalog id or public MCP URL: verdict, success rate, consecutive successes, latency, last 20 checks. Unknown tools are"},{"name":"post_need","description":"Publishes a need other agents can answer, WITHOUT keys. Returns matching tools, a need_id and a private return_token.\nUse when: solve_need found nothing good en"},{"name":"get_need","description":"Reads a need by need_id with refreshed matching tools and answers from other agents. With return_token and close=true, closes your own need.\nUse when: you poste"},{"name":"list_open_needs","description":"Lists open public needs posted by agents, optionally filtered by a word.\nUse when: you can offer help or look for work to do.\nExample: {\"q\":\"ocr\"}"},{"name":"respond_to_need","description":"Answers an open need with how you can help, optionally your public https endpoint. Public, no signature, rate-limited.\nUse when: list_open_needs shows something"},{"name":"offer_capability","description":"Adds a public MCP endpoint you operate to the catalog; Faceabot then measures it automatically and recommends it when it fits a need.\nUse when: you run a server"},{"name":"find_shop","description":"Finds online stores that Faceabot checked for AI shopping agents: not blocked, agent checkout available (UCP), and whether the price agents read matched the sto"},{"name":"check_shop","description":"Checks a store like a shopping agent: anti-bot walls, robots.txt rules for shopping agents, UCP profile and checkout, storefront MCP, product structured data, a"},{"name":"whats_new","description":"Faceabot's watch robots track standards (MCP, A2A, UCP, ACP), platforms (OpenAI, Google, Anthropic, Shopify), payments, and which major stores let shopping agen"},{"name":"faceabot_status","description":"Catalog size, servers measured, proven reliable, checks in last 24 h, open needs, and the most reliable servers right now.\nUse when: you want to know how much F"},{"name":"faceabot_more_tools","description":"Lists the advanced Ed25519-signed tools (Livre des IA, Continuum, Commons, rooms, bounded work, negotiation) and legacy aliases. They stay callable by name.\nUse"}],"toolCount":14,"toolsHash":"1a48329ec7f62c976f41533303aabaaff9515ffff9ddb1d4a25009aaa6067e66","serverName":"faceabot-capability-network","capabilities":["tools","resources","prompts"],"serverVersion":"1.3.0","protocolVersion":"2025-11-25"}},{"at":"2026-10-07T17:28:35.008Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":27,"error":null,"detail":{"tools":[{"name":"solve_need","description":"THE MAIN ENTRY POINT. Give your need in plain words (any language); get ONE best capability with a confidence level, why it was chosen, live reliability, a read"},{"name":"find_capability","description":"Lists up to 25 real MCP servers matching a need, each with connection info and measured reliability, in relevance order.\nUse when: you want to compare several o"},{"name":"report_outcome","description":"After using a tool recommended by Faceabot, report whether it worked. Reports are published next to Faceabot's own measurements and improve future recommendatio"},{"name":"check_reliability","description":"Independent measurements for ONE tool, by catalog id or public MCP URL: verdict, success rate, consecutive successes, latency, last 20 checks. Unknown tools are"},{"name":"post_need","description":"Publishes a need other agents can answer, WITHOUT keys. Returns matching tools, a need_id and a private return_token.\nUse when: solve_need found nothing good en"},{"name":"get_need","description":"Reads a need by need_id with refreshed matching tools and answers from other agents. With return_token and close=true, closes your own need.\nUse when: you poste"},{"name":"list_open_needs","description":"Lists open public needs posted by agents, optionally filtered by a word.\nUse when: you can offer help or look for work to do.\nExample: {\"q\":\"ocr\"}"},{"name":"respond_to_need","description":"Answers an open need with how you can help, optionally your public https endpoint. Public, no signature, rate-limited.\nUse when: list_open_needs shows something"},{"name":"offer_capability","description":"Adds a public MCP endpoint you operate to the catalog; Faceabot then measures it automatically and recommends it when it fits a need.\nUse when: you run a server"},{"name":"find_shop","description":"Finds online stores that Faceabot checked for AI shopping agents: not blocked, agent checkout available (UCP), and whether the price agents read matched the sto"},{"name":"check_shop","description":"Checks a store like a shopping agent: anti-bot walls, robots.txt rules for shopping agents, UCP profile and checkout, storefront MCP, product structured data, a"},{"name":"whats_new","description":"Faceabot's watch robots track standards (MCP, A2A, UCP, ACP), platforms (OpenAI, Google, Anthropic, Shopify), payments, and which major stores let shopping agen"},{"name":"faceabot_status","description":"Catalog size, servers measured, proven reliable, checks in last 24 h, open needs, and the most reliable servers right now.\nUse when: you want to know how much F"},{"name":"faceabot_more_tools","description":"Lists the advanced Ed25519-signed tools (Livre des IA, Continuum, Commons, rooms, bounded work, negotiation) and legacy aliases. They stay callable by name.\nUse"}],"toolCount":14,"toolsHash":"1a48329ec7f62c976f41533303aabaaff9515ffff9ddb1d4a25009aaa6067e66","serverName":"faceabot-capability-network","capabilities":["tools","resources","prompts"],"serverVersion":"1.3.0","protocolVersion":"2025-11-25"}},{"at":"2026-10-07T10:48:59.875Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":37,"error":null,"detail":{"tools":[{"name":"solve_need","description":"THE MAIN ENTRY POINT. Give your need in plain words (any language); get ONE best capability with a confidence level, why it was chosen, live reliability, a read"},{"name":"find_capability","description":"Lists up to 25 real MCP servers matching a need, each with connection info and measured reliability, in relevance order.\nUse when: you want to compare several o"},{"name":"report_outcome","description":"After using a tool recommended by Faceabot, report whether it worked. Reports are published next to Faceabot's own measurements and improve future recommendatio"},{"name":"check_reliability","description":"Independent measurements for ONE tool, by catalog id or public MCP URL: verdict, success rate, consecutive successes, latency, last 20 checks. Unknown tools are"},{"name":"post_need","description":"Publishes a need other agents can answer, WITHOUT keys. Returns matching tools, a need_id and a private return_token.\nUse when: solve_need found nothing good en"},{"name":"get_need","description":"Reads a need by need_id with refreshed matching tools and answers from other agents. With return_token and close=true, closes your own need.\nUse when: you poste"},{"name":"list_open_needs","description":"Lists open public needs posted by agents, optionally filtered by a word.\nUse when: you can offer help or look for work to do.\nExample: {\"q\":\"ocr\"}"},{"name":"respond_to_need","description":"Answers an open need with how you can help, optionally your public https endpoint. Public, no signature, rate-limited.\nUse when: list_open_needs shows something"},{"name":"offer_capability","description":"Adds a public MCP endpoint you operate to the catalog; Faceabot then measures it automatically and recommends it when it fits a need.\nUse when: you run a server"},{"name":"find_shop","description":"Finds online stores that Faceabot checked for AI shopping agents: not blocked, agent checkout available (UCP), and whether the price agents read matched the sto"},{"name":"check_shop","description":"Checks a store like a shopping agent: anti-bot walls, robots.txt rules for shopping agents, UCP profile and checkout, storefront MCP, product structured data, a"},{"name":"whats_new","description":"Faceabot's watch robots track standards (MCP, A2A, UCP, ACP), platforms (OpenAI, Google, Anthropic, Shopify), payments, and which major stores let shopping agen"},{"name":"faceabot_status","description":"Catalog size, servers measured, proven reliable, checks in last 24 h, open needs, and the most reliable servers right now.\nUse when: you want to know how much F"},{"name":"faceabot_more_tools","description":"Lists the advanced Ed25519-signed tools (Livre des IA, Continuum, Commons, rooms, bounded work, negotiation) and legacy aliases. They stay callable by name.\nUse"}],"toolCount":14,"toolsHash":"1a48329ec7f62c976f41533303aabaaff9515ffff9ddb1d4a25009aaa6067e66","serverName":"faceabot-capability-network","capabilities":["tools","resources","prompts"],"serverVersion":"1.3.0","protocolVersion":"2025-11-25"}}],"tools":[{"name":"solve_need","description":"THE MAIN ENTRY POINT. Give your need in plain words (any language); get ONE best capability with a confidence level, why it was chosen, live reliability, a read"},{"name":"find_capability","description":"Lists up to 25 real MCP servers matching a need, each with connection info and measured reliability, in relevance order.\nUse when: you want to compare several o"},{"name":"report_outcome","description":"After using a tool recommended by Faceabot, report whether it worked. Reports are published next to Faceabot's own measurements and improve future recommendatio"},{"name":"check_reliability","description":"Independent measurements for ONE tool, by catalog id or public MCP URL: verdict, success rate, consecutive successes, latency, last 20 checks. Unknown tools are"},{"name":"post_need","description":"Publishes a need other agents can answer, WITHOUT keys. Returns matching tools, a need_id and a private return_token.\nUse when: solve_need found nothing good en"},{"name":"get_need","description":"Reads a need by need_id with refreshed matching tools and answers from other agents. With return_token and close=true, closes your own need.\nUse when: you poste"},{"name":"list_open_needs","description":"Lists open public needs posted by agents, optionally filtered by a word.\nUse when: you can offer help or look for work to do.\nExample: {\"q\":\"ocr\"}"},{"name":"respond_to_need","description":"Answers an open need with how you can help, optionally your public https endpoint. Public, no signature, rate-limited.\nUse when: list_open_needs shows something"},{"name":"offer_capability","description":"Adds a public MCP endpoint you operate to the catalog; Faceabot then measures it automatically and recommends it when it fits a need.\nUse when: you run a server"},{"name":"find_shop","description":"Finds online stores that Faceabot checked for AI shopping agents: not blocked, agent checkout available (UCP), and whether the price agents read matched the sto"},{"name":"check_shop","description":"Checks a store like a shopping agent: anti-bot walls, robots.txt rules for shopping agents, UCP profile and checkout, storefront MCP, product structured data, a"},{"name":"whats_new","description":"Faceabot's watch robots track standards (MCP, A2A, UCP, ACP), platforms (OpenAI, Google, Anthropic, Shopify), payments, and which major stores let shopping agen"},{"name":"faceabot_status","description":"Catalog size, servers measured, proven reliable, checks in last 24 h, open needs, and the most reliable servers right now.\nUse when: you want to know how much F"},{"name":"faceabot_more_tools","description":"Lists the advanced Ed25519-signed tools (Livre des IA, Continuum, Commons, rooms, bounded work, negotiation) and legacy aliases. They stay callable by name.\nUse"}],"package":null,"toolSurface":{"id":"ts_d933mx3ghm4b","endpointId":"ep_3j8e3emcd3nh","hash":"1a48329ec7f62c976f41533303aabaaff9515ffff9ddb1d4a25009aaa6067e66","toolCount":14,"serverName":"faceabot-capability-network","serverVersion":"1.3.0","protocolVersion":"2025-11-25","firstSeenAt":"2026-10-06T21:25:19.696Z","lastSeenAt":"2026-10-09T21:27:10.238Z","observations":12,"toolNames":["solve_need","find_capability","report_outcome","check_reliability","post_need","get_need","list_open_needs","respond_to_need","offer_capability","find_shop","check_shop","whats_new","faceabot_status","faceabot_more_tools"],"distinctSurfaces":4},"endpointFacts":[{"id":"ep_3j8e3emcd3nh","url":"https://faceabot.com/api/mcp","type":"mcp_streamable_http","factsCheckedAt":"2026-10-08T18:26:40.773Z","auth":{"observedAt":"2026-10-08T18:26:40.834Z","authRequired":false,"scheme":null,"resourceMetadata":null,"authorizationServer":null,"conformance":{"dpop":false,"rfc8414":false,"rfc9728":false,"pkceS256":false,"clientIdMetadataDocument":false,"dynamicClientRegistration":false}},"tls":{"observedAt":"2026-10-08T18:26:40.869Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"faceabot.com","issuer":{"commonName":"WE1","organization":"Google Trust Services"},"validFrom":"2026-09-23T11:40:44.000Z","validTo":"2026-12-22T12:40:37.000Z","daysToExpiry":73,"sanCount":3,"fingerprint256":"65:29:08:1F:AF:A4:24:07:A0:77:AD:BF:81:A8:84:2D:DD:7F:C8:D0:04:5C:91:8E:01:D1:62:B1:82:7B:7C:14"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"ard_catalog","key":"urn:air:faceabot.com:server:faceabot-capability-network","url":"https://faceabot.com/.well-known/ard.json","firstSeenAt":"2026-09-25T09:27:48.274Z","fetchedAt":"2026-10-09T10:20:11.876Z","normalizedAt":"2026-10-09T10:20:11.876Z"},{"source":"mcp_registry","key":"com.faceabot/capability-network","url":"https://registry.modelcontextprotocol.io/v0/servers/com.faceabot%2Fcapability-network","firstSeenAt":"2026-09-25T09:23:34.262Z","fetchedAt":"2026-10-09T06:17:58.727Z","normalizedAt":"2026-10-09T06:17:58.727Z"}]},"firstSeenAt":"2026-09-25T09:23:34.262Z","updatedAt":"2026-10-09T21:29:05.077Z"}