{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_7x4uyzzgme4r","handle":"relay-agent-service-discovery","url":"https://wellknown.network/agents/relay-agent-service-discovery","links":{"self":"https://wellknown.network/agents/relay-agent-service-discovery/record.json","html":"https://wellknown.network/agents/relay-agent-service-discovery","markdown":"https://wellknown.network/agents/relay-agent-service-discovery/record.md","api":"https://wellknown.network/api/v1/agents/relay-agent-service-discovery","status":"https://wellknown.network/api/v1/agents/relay-agent-service-discovery/status","claim":"https://wellknown.network/agents/relay-agent-service-discovery/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/relay-agent-service-discovery/claim.json","badge":"https://wellknown.network/agents/relay-agent-service-discovery/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/relay-agent-service-discovery/history","tools":"https://wellknown.network/api/v1/agents/relay-agent-service-discovery/tools"},"ard":{"identifier":"urn:air:relay-agent-services.orellise.chatgpt.site:server:relay-agent-service-discovery","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Relay — agent service discovery","summary":"Discover agent services, compare sourced capabilities and inspect connection evidence. No execution.","description":"Discover agent services, compare sourced capabilities and inspect connection evidence. No execution.","publisher":{"name":"site.chatgpt.orellise.relay-agent-services","url":null},"homepage":"https://relay-agent-services.orellise.chatgpt.site/start","repository":null,"version":"0.11.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://relay-agent-services.orellise.chatgpt.site/api/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-10-12T20:43:08.479056Z","publishedAt":"2026-10-12T20:43:08.479056Z","registryName":"site.chatgpt.orellise.relay-agent-services/relay"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"data.web-search","name":"Web Search","confidence":1,"provenance":"derived"},{"slug":"ai.evaluation","name":"Evaluation & Benchmarks","confidence":1,"provenance":"derived"},{"slug":"code.documentation","name":"Code Documentation","confidence":0.583,"provenance":"derived"},{"slug":"security.identity","name":"Identity & Access","confidence":0.583,"provenance":"derived"},{"slug":"ai.model-access","name":"Model Access","confidence":0.583,"provenance":"derived"},{"slug":"content.seo","name":"SEO","confidence":0.525,"provenance":"derived"},{"slug":"commerce.pricing","name":"Pricing & Quotes","confidence":0.51,"provenance":"derived"},{"slug":"infra.browser-automation","name":"Browser Automation","confidence":0.51,"provenance":"derived"}],"categories":["ai","code","commerce","content","data","infra","security"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 5h ago.","lastOkAt":"2026-10-24T00:27:43.356Z","lastProbedAt":"2026-10-24T00:27:43.356Z","statusComputedAt":"2026-10-24T00:29:57.794Z","reliability30d":{"probes":34,"successRate":0.9706,"p50Ms":372,"basis":"mixed","measures":{"availability":"availability (some checks stopped at authentication)","latency":"response time (mixed)","tools":"partially observed","summary":"Some successful checks reached the service and some stopped at an authentication response; figures combine both."},"checks":{"total":34,"ok":33,"authBoundaryOk":3,"serviceOk":30,"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":"2026-10-24T00:27:43.356Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":170,"error":null,"detail":{"tools":[{"name":"run_discovery_workflow","description":"Preferred default for multi-step service discovery. One fixed read-only discovery workflow, inspired by Code Mode. Send requestJson containing mode recommend/ca"},{"name":"search_llm_providers","description":"Read dated official-documentation observations for LLM providers. Optional query uses literal metadata terms; planType distinguishes free-tier, evaluation, recu"},{"name":"search_discovered_services","description":"Read the separate, automatically collected Official MCP Registry index. Send requestJson containing query, limit and offset. Literal substring matching over nam"},{"name":"get_service_evidence","description":"Read the published evidence for one current service. Source review, observed provider response and internal task review are separate. Inspect observation dates,"},{"name":"find_service_alternatives","description":"Read-only alternatives. Send the original complete requestJson used for recommend_services and excludedProviders (1–20 distinct service slugs). Preserves all ta"},{"name":"recommend_services","description":"Full standalone recommendation response. Prefer run_discovery_workflow when a shortlist with evidence, connection details or comparison is needed; use this tool"},{"name":"get_benchmark_suite","description":"Read 20 predefined public-documentation task cases across English, Turkish, German and Spanish, with source URLs and review rubrics. Five task families have fou"},{"name":"plan_benchmark","description":"Plan a predefined benchmark case without running it. Read get_benchmark_suite for a caseId, then send requestJson containing {caseId,constraints?:{maxTaskCostUs"},{"name":"search_services","description":"Find services using deterministic keywords, bounded language aliases and category/protocol/pricing filters. Prefer requestJson (at most 8192 UTF-16 code units):"},{"name":"get_service","description":"Read one full catalogue entry, including documentation links, pricing caveats and source check date. Does not connect to the provider."},{"name":"compare_services","description":"Retrieve 2–3 selected catalogue entries for comparison. Does not test providers or infer performance from their listing."},{"name":"get_connection_spec","description":"Read recorded endpoint, declared interfaces, authentication method, setup gaps and source evidence. Transport can come from matching Registry evidence or an exa"},{"name":"get_connection_handoff","description":"Read a reviewed host-managed connection plan for Exa, Jina or Browserless. Only provider is accepted. Returns official endpoints, authentication method, setup s"},{"name":"get_task_options","description":"Plan an optional keyless task without contacting a provider. Send requestJson containing only task (web_search, read_page, pdf_parse or browser_screenshot), inp"}],"toolCount":14,"toolsHash":"b7bc645155db387bdf62335acb872fcd7105308c70f0e2ce8e54d2efe9e8ada8","serverName":"relay","capabilities":["tools"],"serverVersion":"0.11.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-23T18:25:09.570Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":333,"error":null,"detail":{"tools":[{"name":"run_discovery_workflow","description":"Preferred default for multi-step service discovery. One fixed read-only discovery workflow, inspired by Code Mode. Send requestJson containing mode recommend/ca"},{"name":"search_llm_providers","description":"Read dated official-documentation observations for LLM providers. Optional query uses literal metadata terms; planType distinguishes free-tier, evaluation, recu"},{"name":"search_discovered_services","description":"Read the separate, automatically collected Official MCP Registry index. Send requestJson containing query, limit and offset. Literal substring matching over nam"},{"name":"get_service_evidence","description":"Read the published evidence for one current service. Source review, observed provider response and internal task review are separate. Inspect observation dates,"},{"name":"find_service_alternatives","description":"Read-only alternatives. Send the original complete requestJson used for recommend_services and excludedProviders (1–20 distinct service slugs). Preserves all ta"},{"name":"recommend_services","description":"Full standalone recommendation response. Prefer run_discovery_workflow when a shortlist with evidence, connection details or comparison is needed; use this tool"},{"name":"get_benchmark_suite","description":"Read 20 predefined public-documentation task cases across English, Turkish, German and Spanish, with source URLs and review rubrics. Five task families have fou"},{"name":"plan_benchmark","description":"Plan a predefined benchmark case without running it. Read get_benchmark_suite for a caseId, then send requestJson containing {caseId,constraints?:{maxTaskCostUs"},{"name":"search_services","description":"Find services using deterministic keywords, bounded language aliases and category/protocol/pricing filters. Prefer requestJson (at most 8192 UTF-16 code units):"},{"name":"get_service","description":"Read one full catalogue entry, including documentation links, pricing caveats and source check date. Does not connect to the provider."},{"name":"compare_services","description":"Retrieve 2–3 selected catalogue entries for comparison. Does not test providers or infer performance from their listing."},{"name":"get_connection_spec","description":"Read recorded endpoint, declared interfaces, authentication method, setup gaps and source evidence. Transport can come from matching Registry evidence or an exa"},{"name":"get_connection_handoff","description":"Read a reviewed host-managed connection plan for Exa, Jina or Browserless. Only provider is accepted. Returns official endpoints, authentication method, setup s"},{"name":"get_task_options","description":"Plan an optional keyless task without contacting a provider. Send requestJson containing only task (web_search, read_page, pdf_parse or browser_screenshot), inp"}],"toolCount":14,"toolsHash":"b7bc645155db387bdf62335acb872fcd7105308c70f0e2ce8e54d2efe9e8ada8","serverName":"relay","capabilities":["tools"],"serverVersion":"0.11.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-23T11:25:45.325Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":188,"error":null,"detail":{"tools":[{"name":"run_discovery_workflow","description":"Preferred default for multi-step service discovery. One fixed read-only discovery workflow, inspired by Code Mode. Send requestJson containing mode recommend/ca"},{"name":"search_llm_providers","description":"Read dated official-documentation observations for LLM providers. Optional query uses literal metadata terms; planType distinguishes free-tier, evaluation, recu"},{"name":"search_discovered_services","description":"Read the separate, automatically collected Official MCP Registry index. Send requestJson containing query, limit and offset. Literal substring matching over nam"},{"name":"get_service_evidence","description":"Read the published evidence for one current service. Source review, observed provider response and internal task review are separate. Inspect observation dates,"},{"name":"find_service_alternatives","description":"Read-only alternatives. Send the original complete requestJson used for recommend_services and excludedProviders (1–20 distinct service slugs). Preserves all ta"},{"name":"recommend_services","description":"Full standalone recommendation response. Prefer run_discovery_workflow when a shortlist with evidence, connection details or comparison is needed; use this tool"},{"name":"get_benchmark_suite","description":"Read 20 predefined public-documentation task cases across English, Turkish, German and Spanish, with source URLs and review rubrics. Five task families have fou"},{"name":"plan_benchmark","description":"Plan a predefined benchmark case without running it. Read get_benchmark_suite for a caseId, then send requestJson containing {caseId,constraints?:{maxTaskCostUs"},{"name":"search_services","description":"Find services using deterministic keywords, bounded language aliases and category/protocol/pricing filters. Prefer requestJson (at most 8192 UTF-16 code units):"},{"name":"get_service","description":"Read one full catalogue entry, including documentation links, pricing caveats and source check date. Does not connect to the provider."},{"name":"compare_services","description":"Retrieve 2–3 selected catalogue entries for comparison. Does not test providers or infer performance from their listing."},{"name":"get_connection_spec","description":"Read recorded endpoint, declared interfaces, authentication method, setup gaps and source evidence. Transport can come from matching Registry evidence or an exa"},{"name":"get_connection_handoff","description":"Read a reviewed host-managed connection plan for Exa, Jina or Browserless. Only provider is accepted. Returns official endpoints, authentication method, setup s"},{"name":"get_task_options","description":"Plan an optional keyless task without contacting a provider. Send requestJson containing only task (web_search, read_page, pdf_parse or browser_screenshot), inp"}],"toolCount":14,"toolsHash":"b7bc645155db387bdf62335acb872fcd7105308c70f0e2ce8e54d2efe9e8ada8","serverName":"relay","capabilities":["tools"],"serverVersion":"0.11.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-23T04:26:41.782Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":110,"error":null,"detail":{"tools":[{"name":"run_discovery_workflow","description":"One fixed read-only discovery workflow, inspired by Code Mode. Send requestJson containing mode recommend/catalogue, discoveryRequestJson with the exact origina"},{"name":"search_llm_providers","description":"Read dated official-documentation observations for LLM providers. Optional query uses literal metadata terms; planType distinguishes free-tier, evaluation, recu"},{"name":"search_discovered_services","description":"Read the separate, automatically collected Official MCP Registry index. Send requestJson containing query, limit and offset. Literal substring matching over nam"},{"name":"get_service_evidence","description":"Read the published evidence for one current service. Source review, observed provider response and internal task review are separate. Inspect observation dates,"},{"name":"find_service_alternatives","description":"Read-only alternatives. Send the original complete requestJson used for recommend_services and excludedProviders (1–20 distinct service slugs). Preserves all ta"},{"name":"recommend_services","description":"Read-only shortlist for an explicitly selected web_search, read_page, pdf_parse, browser_automation or structured_data task, beyond the fixed benchmark cases. S"},{"name":"get_benchmark_suite","description":"Read 20 predefined public-documentation task cases across English, Turkish, German and Spanish, with source URLs and review rubrics. Five task families have fou"},{"name":"plan_benchmark","description":"Plan a predefined benchmark case without running it. Read get_benchmark_suite for a caseId, then send requestJson containing {caseId,constraints?:{maxTaskCostUs"},{"name":"search_services","description":"Find services using deterministic keywords, bounded language aliases and category/protocol/pricing filters. Prefer requestJson (at most 8192 UTF-16 code units):"},{"name":"get_service","description":"Read one full catalogue entry, including documentation links, pricing caveats and source check date. Does not connect to the provider."},{"name":"compare_services","description":"Retrieve 2–3 selected catalogue entries for comparison. Does not test providers or infer performance from their listing."},{"name":"get_connection_spec","description":"Read recorded endpoint, declared interfaces, authentication method, setup gaps and source evidence. Transport can come from matching Registry evidence or an exa"},{"name":"get_connection_handoff","description":"Read a reviewed host-managed connection plan for Exa, Jina or Browserless. Only provider is accepted. Returns official endpoints, authentication method, setup s"},{"name":"get_task_options","description":"Plan an optional keyless task without contacting a provider. Send requestJson containing only task (web_search, read_page, pdf_parse or browser_screenshot), inp"}],"toolCount":14,"toolsHash":"b1e7f7130d9e05f2a383e26da5aeaff98b4eb9fcd413e311eefb31e970ccb09d","serverName":"relay","capabilities":["tools"],"serverVersion":"0.11.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-22T22:27:43.113Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":132,"error":null,"detail":{"tools":[{"name":"run_discovery_workflow","description":"One fixed read-only discovery workflow, inspired by Code Mode. Send requestJson containing mode recommend/catalogue, discoveryRequestJson with the exact origina"},{"name":"search_llm_providers","description":"Read dated official-documentation observations for LLM providers. Optional query uses literal metadata terms; planType distinguishes free-tier, evaluation, recu"},{"name":"search_discovered_services","description":"Read the separate, automatically collected Official MCP Registry index. Send requestJson containing query, limit and offset. Literal substring matching over nam"},{"name":"get_service_evidence","description":"Read the published evidence for one current service. Source review, observed provider response and internal task review are separate. Inspect observation dates,"},{"name":"find_service_alternatives","description":"Read-only alternatives. Send the original complete requestJson used for recommend_services and excludedProviders (1–20 distinct service slugs). Preserves all ta"},{"name":"recommend_services","description":"Read-only shortlist for an explicitly selected web_search, read_page, pdf_parse, browser_automation or structured_data task, beyond the fixed benchmark cases. S"},{"name":"get_benchmark_suite","description":"Read 20 predefined public-documentation task cases across English, Turkish, German and Spanish, with source URLs and review rubrics. Five task families have fou"},{"name":"plan_benchmark","description":"Plan a predefined benchmark case without running it. Read get_benchmark_suite for a caseId, then send requestJson containing {caseId,constraints?:{maxTaskCostUs"},{"name":"search_services","description":"Find services using deterministic keywords, bounded language aliases and category/protocol/pricing filters. Prefer requestJson (at most 8192 UTF-16 code units):"},{"name":"get_service","description":"Read one full catalogue entry, including documentation links, pricing caveats and source check date. Does not connect to the provider."},{"name":"compare_services","description":"Retrieve 2–3 selected catalogue entries for comparison. Does not test providers or infer performance from their listing."},{"name":"get_connection_spec","description":"Read recorded endpoint, declared interfaces, authentication method, setup gaps and source evidence. Transport can come from matching Registry evidence or an exa"},{"name":"get_connection_handoff","description":"Read a reviewed host-managed connection plan for Exa, Jina or Browserless. Only provider is accepted. Returns official endpoints, authentication method, setup s"},{"name":"get_task_options","description":"Plan an optional keyless task without contacting a provider. Send requestJson containing only task (web_search, read_page, pdf_parse or browser_screenshot), inp"}],"toolCount":14,"toolsHash":"b1e7f7130d9e05f2a383e26da5aeaff98b4eb9fcd413e311eefb31e970ccb09d","serverName":"relay","capabilities":["tools"],"serverVersion":"0.11.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-22T15:31:05.796Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":498,"error":null,"detail":{"tools":[{"name":"search_llm_providers","description":"Read dated official-documentation observations for LLM providers. Optional query uses literal metadata terms; planType distinguishes free-tier, evaluation, recu"},{"name":"search_discovered_services","description":"Read the separate, automatically collected Official MCP Registry index. Send requestJson containing query, limit and offset. Literal substring matching over nam"},{"name":"get_service_evidence","description":"Read the published evidence for one current service. Source review, observed provider response and internal task review are separate. Inspect observation dates,"},{"name":"find_service_alternatives","description":"Read-only alternatives. Send the original complete requestJson used for recommend_services and excludedProviders (1–20 distinct service slugs). Preserves all ta"},{"name":"recommend_services","description":"Read-only shortlist for an explicitly selected web_search, read_page, pdf_parse, browser_automation or structured_data task, beyond the fixed benchmark cases. S"},{"name":"get_benchmark_suite","description":"Read 20 predefined public-documentation task cases across English, Turkish, German and Spanish, with source URLs and review rubrics. Five task families have fou"},{"name":"plan_benchmark","description":"Plan a predefined benchmark case without running it. Read get_benchmark_suite for a caseId, then send requestJson containing {caseId,constraints?:{maxTaskCostUs"},{"name":"search_services","description":"Find services using deterministic keywords, bounded language aliases and category/protocol/pricing filters. Prefer requestJson (at most 8192 UTF-16 code units):"},{"name":"get_service","description":"Read one full catalogue entry, including documentation links, pricing caveats and source check date. Does not connect to the provider."},{"name":"compare_services","description":"Retrieve 2–3 selected catalogue entries for comparison. Does not test providers or infer performance from their listing."},{"name":"get_connection_spec","description":"Read recorded endpoint, declared interfaces, authentication method, setup gaps and source evidence. Transport can come from matching Registry evidence or an exa"},{"name":"get_connection_handoff","description":"Read a reviewed host-managed connection plan for Exa, Jina or Browserless. Only provider is accepted. Returns official endpoints, authentication method, setup s"},{"name":"get_task_options","description":"Plan an optional keyless task without contacting a provider. Send requestJson containing only task (web_search, read_page, pdf_parse or browser_screenshot), inp"}],"toolCount":13,"toolsHash":"27da395435781da4777e9ba62335a3c3bd6449f9466da4998fa5c99ae54713a8","serverName":"relay","capabilities":["tools"],"serverVersion":"0.11.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-22T08:27:06.322Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":194,"error":null,"detail":{"tools":[{"name":"search_llm_providers","description":"Read dated official-documentation observations for LLM providers. Optional query uses literal metadata terms; planType distinguishes free-tier, evaluation, recu"},{"name":"search_discovered_services","description":"Read the separate, automatically collected Official MCP Registry index. Send requestJson containing query, limit and offset. Literal substring matching over nam"},{"name":"get_service_evidence","description":"Read the published evidence for one current service. Source review, observed provider response and internal task review are separate. Inspect observation dates,"},{"name":"find_service_alternatives","description":"Read-only alternatives. Send the original complete requestJson used for recommend_services and excludedProviders (1–20 distinct service slugs). Preserves all ta"},{"name":"recommend_services","description":"Read-only shortlist for an explicitly selected web_search, read_page, pdf_parse, browser_automation or structured_data task, beyond the fixed benchmark cases. S"},{"name":"get_benchmark_suite","description":"Read 20 predefined public-documentation task cases across English, Turkish, German and Spanish, with source URLs and review rubrics. Five task families have fou"},{"name":"plan_benchmark","description":"Plan a predefined benchmark case without running it. Read get_benchmark_suite for a caseId, then send requestJson containing {caseId,constraints?:{maxTaskCostUs"},{"name":"search_services","description":"Find services using deterministic keywords, bounded language aliases and category/protocol/pricing filters. Prefer requestJson (at most 8192 UTF-16 code units):"},{"name":"get_service","description":"Read one full catalogue entry, including documentation links, pricing caveats and source check date. Does not connect to the provider."},{"name":"compare_services","description":"Retrieve 2–3 selected catalogue entries for comparison. Does not test providers or infer performance from their listing."},{"name":"get_connection_spec","description":"Read recorded endpoint, declared interfaces, authentication method, setup gaps and source evidence. Transport can come from matching Registry evidence or an exa"},{"name":"get_connection_handoff","description":"Read a reviewed host-managed connection plan for Exa, Jina or Browserless. Only provider is accepted. Returns official endpoints, authentication method, setup s"},{"name":"get_task_options","description":"Plan an optional keyless task without contacting a provider. Send requestJson containing only task (web_search, read_page, pdf_parse or browser_screenshot), inp"}],"toolCount":13,"toolsHash":"549f1e07cd2c466bc73be9c1bc3900ac8fd1cee51bff990d899db24aecd9216f","serverName":"relay","capabilities":["tools"],"serverVersion":"0.11.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-22T01:34:47.160Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":169,"error":null,"detail":{"tools":[{"name":"search_llm_providers","description":"Read dated official-documentation observations for LLM providers. Optional query uses literal metadata terms; planType distinguishes free-tier, evaluation, recu"},{"name":"search_discovered_services","description":"Read the separate, automatically collected Official MCP Registry index. Send requestJson containing query, limit and offset. Literal substring matching over nam"},{"name":"get_service_evidence","description":"Read the published evidence for one current service. Source review, observed provider response and internal task review are separate. Inspect observation dates,"},{"name":"find_service_alternatives","description":"Read-only alternatives. Send the original complete requestJson used for recommend_services and excludedProviders (1–20 distinct service slugs). Preserves all ta"},{"name":"recommend_services","description":"Read-only shortlist for an explicitly selected web_search, read_page, pdf_parse, browser_automation or structured_data task, beyond the fixed benchmark cases. S"},{"name":"get_benchmark_suite","description":"Read 20 predefined public-documentation task cases across English, Turkish, German and Spanish, with source URLs and review rubrics. Five task families have fou"},{"name":"plan_benchmark","description":"Plan a predefined benchmark case without running it. Read get_benchmark_suite for a caseId, then send requestJson containing {caseId,constraints?:{maxTaskCostUs"},{"name":"search_services","description":"Find services using deterministic keywords, bounded language aliases and category/protocol/pricing filters. Prefer requestJson (at most 8192 UTF-16 code units):"},{"name":"get_service","description":"Read one full catalogue entry, including documentation links, pricing caveats and source check date. Does not connect to the provider."},{"name":"compare_services","description":"Retrieve 2–3 selected catalogue entries for comparison. Does not test providers or infer performance from their listing."},{"name":"get_connection_spec","description":"Read recorded endpoint, declared interfaces, authentication method, setup gaps and source evidence. Transport can come from matching Registry evidence or an exa"},{"name":"get_connection_handoff","description":"Read a reviewed host-managed connection plan for Exa, Jina or Browserless. Only provider is accepted. Returns official endpoints, authentication method, setup s"},{"name":"get_task_options","description":"Plan an optional keyless task without contacting a provider. Send requestJson containing only task (web_search, read_page, pdf_parse or browser_screenshot), inp"}],"toolCount":13,"toolsHash":"549f1e07cd2c466bc73be9c1bc3900ac8fd1cee51bff990d899db24aecd9216f","serverName":"relay","capabilities":["tools"],"serverVersion":"0.11.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-21T19:26:12.033Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":191,"error":null,"detail":{"tools":[{"name":"search_llm_providers","description":"Read dated official-documentation observations for LLM providers. Optional query uses literal metadata terms; planType distinguishes free-tier, evaluation, recu"},{"name":"search_discovered_services","description":"Read the separate, automatically collected Official MCP Registry index. Send requestJson containing query, limit and offset. Literal substring matching over nam"},{"name":"get_service_evidence","description":"Read the published evidence for one current service. Source review, observed provider response and internal task review are separate. Inspect observation dates,"},{"name":"find_service_alternatives","description":"Read-only alternatives. Send the original complete requestJson used for recommend_services and excludedProviders (1–20 distinct service slugs). Preserves all ta"},{"name":"recommend_services","description":"Read-only shortlist for an explicitly selected web_search, read_page, pdf_parse, browser_automation or structured_data task, beyond the fixed benchmark cases. S"},{"name":"get_benchmark_suite","description":"Read 20 predefined public-documentation task cases across English, Turkish, German and Spanish, with source URLs and review rubrics. Five task families have fou"},{"name":"plan_benchmark","description":"Plan a predefined benchmark case without running it. Read get_benchmark_suite for a caseId, then send requestJson containing {caseId,constraints?:{maxTaskCostUs"},{"name":"search_services","description":"Find services using deterministic keywords, bounded language aliases and category/protocol/pricing filters. Prefer requestJson (at most 8192 UTF-16 code units):"},{"name":"get_service","description":"Read one full catalogue entry, including documentation links, pricing caveats and source check date. Does not connect to the provider."},{"name":"compare_services","description":"Retrieve 2–3 selected catalogue entries for comparison. Does not test providers or infer performance from their listing."},{"name":"get_connection_spec","description":"Read recorded endpoint, declared interfaces, authentication method, setup gaps and source evidence. Transport can come from matching Registry evidence or an exa"},{"name":"get_connection_handoff","description":"Read a reviewed host-managed connection plan for Exa, Jina or Browserless. Only provider is accepted. Returns official endpoints, authentication method, setup s"},{"name":"get_task_options","description":"Plan an optional keyless task without contacting a provider. Send requestJson containing only task (web_search, read_page, pdf_parse or browser_screenshot), inp"}],"toolCount":13,"toolsHash":"549f1e07cd2c466bc73be9c1bc3900ac8fd1cee51bff990d899db24aecd9216f","serverName":"relay","capabilities":["tools"],"serverVersion":"0.11.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-21T09:35:29.124Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":1658,"error":null,"detail":{"tools":[{"name":"search_llm_providers","description":"Read dated official-documentation observations for LLM providers. Optional query uses literal metadata terms; planType distinguishes free-tier, evaluation, recu"},{"name":"search_discovered_services","description":"Read the separate, automatically collected Official MCP Registry index. Send requestJson containing query, limit and offset. Literal substring matching over nam"},{"name":"get_service_evidence","description":"Read the published evidence for one current service. Source review, observed provider response and internal task review are separate. Inspect observation dates,"},{"name":"find_service_alternatives","description":"Read-only alternatives. Send the original complete requestJson used for recommend_services and excludedProviders (1–20 distinct service slugs). Preserves all ta"},{"name":"recommend_services","description":"Read-only shortlist for an explicitly selected web_search, read_page, pdf_parse, browser_automation or structured_data task, beyond the fixed benchmark cases. S"},{"name":"get_benchmark_suite","description":"Read 20 predefined public-documentation task cases across English, Turkish, German and Spanish, with source URLs and review rubrics. Five task families have fou"},{"name":"plan_benchmark","description":"Plan a predefined benchmark case without running it. Read get_benchmark_suite for a caseId, then send requestJson containing {caseId,constraints?:{maxTaskCostUs"},{"name":"search_services","description":"Find services using deterministic keywords, bounded language aliases and category/protocol/pricing filters. Prefer requestJson (at most 8192 UTF-16 code units):"},{"name":"get_service","description":"Read one full catalogue entry, including documentation links, pricing caveats and source check date. Does not connect to the provider."},{"name":"compare_services","description":"Retrieve 2–3 selected catalogue entries for comparison. Does not test providers or infer performance from their listing."},{"name":"get_connection_spec","description":"Read recorded endpoint, declared interfaces, authentication method, setup gaps and source evidence. Transport can come from matching Registry evidence or an exa"},{"name":"get_connection_handoff","description":"Read a reviewed host-managed connection plan for Exa, Jina or Browserless. Only provider is accepted. Returns official endpoints, authentication method, setup s"},{"name":"get_task_options","description":"Plan an optional keyless task without contacting a provider. Send requestJson containing only task (web_search, read_page, pdf_parse or browser_screenshot), inp"}],"toolCount":13,"toolsHash":"59e49aa9d4120877f00f6fc0344e9952f17c21b876d1e995252120a9bbadb249","serverName":"relay","capabilities":["tools"],"serverVersion":"0.11.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"run_discovery_workflow","description":"Preferred default for multi-step service discovery. One fixed read-only discovery workflow, inspired by Code Mode. Send requestJson containing mode recommend/ca"},{"name":"search_llm_providers","description":"Read dated official-documentation observations for LLM providers. Optional query uses literal metadata terms; planType distinguishes free-tier, evaluation, recu"},{"name":"search_discovered_services","description":"Read the separate, automatically collected Official MCP Registry index. Send requestJson containing query, limit and offset. Literal substring matching over nam"},{"name":"get_service_evidence","description":"Read the published evidence for one current service. Source review, observed provider response and internal task review are separate. Inspect observation dates,"},{"name":"find_service_alternatives","description":"Read-only alternatives. Send the original complete requestJson used for recommend_services and excludedProviders (1–20 distinct service slugs). Preserves all ta"},{"name":"recommend_services","description":"Full standalone recommendation response. Prefer run_discovery_workflow when a shortlist with evidence, connection details or comparison is needed; use this tool"},{"name":"get_benchmark_suite","description":"Read 20 predefined public-documentation task cases across English, Turkish, German and Spanish, with source URLs and review rubrics. Five task families have fou"},{"name":"plan_benchmark","description":"Plan a predefined benchmark case without running it. Read get_benchmark_suite for a caseId, then send requestJson containing {caseId,constraints?:{maxTaskCostUs"},{"name":"search_services","description":"Find services using deterministic keywords, bounded language aliases and category/protocol/pricing filters. Prefer requestJson (at most 8192 UTF-16 code units):"},{"name":"get_service","description":"Read one full catalogue entry, including documentation links, pricing caveats and source check date. Does not connect to the provider."},{"name":"compare_services","description":"Retrieve 2–3 selected catalogue entries for comparison. Does not test providers or infer performance from their listing."},{"name":"get_connection_spec","description":"Read recorded endpoint, declared interfaces, authentication method, setup gaps and source evidence. Transport can come from matching Registry evidence or an exa"},{"name":"get_connection_handoff","description":"Read a reviewed host-managed connection plan for Exa, Jina or Browserless. Only provider is accepted. Returns official endpoints, authentication method, setup s"},{"name":"get_task_options","description":"Plan an optional keyless task without contacting a provider. Send requestJson containing only task (web_search, read_page, pdf_parse or browser_screenshot), inp"}],"package":null,"toolSurface":{"id":"ts_qyz5zb8gjq6j","endpointId":"ep_ekv7euybhpda","hash":"b7bc645155db387bdf62335acb872fcd7105308c70f0e2ce8e54d2efe9e8ada8","toolCount":14,"serverName":"relay","serverVersion":"0.11.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-10-23T11:25:45.328Z","lastSeenAt":"2026-10-24T00:27:43.354Z","observations":3,"toolNames":["run_discovery_workflow","search_llm_providers","search_discovered_services","get_service_evidence","find_service_alternatives","recommend_services","get_benchmark_suite","plan_benchmark","search_services","get_service","compare_services","get_connection_spec","get_connection_handoff","get_task_options"],"distinctSurfaces":13},"endpointFacts":[{"id":"ep_ekv7euybhpda","url":"https://relay-agent-services.orellise.chatgpt.site/api/mcp","type":"mcp_streamable_http","factsCheckedAt":"2026-10-23T18:25:09.608Z","auth":{"observedAt":"2026-10-23T18:25:11.458Z","authRequired":false,"scheme":null,"resourceMetadata":null,"authorizationServer":null,"conformance":{"dpop":false,"rfc8414":false,"rfc9728":false,"pkceS256":false,"clientIdMetadataDocument":false,"dynamicClientRegistration":false}},"tls":{"observedAt":"2026-10-23T18:25:11.479Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"*.orellise.chatgpt.site","issuer":{"commonName":"WE1","organization":"Google Trust Services"},"validFrom":"2026-09-13T18:01:56.000Z","validTo":"2026-12-12T19:01:52.000Z","daysToExpiry":49,"sanCount":1,"fingerprint256":"31:0B:36:F4:C9:FD:CB:44:5D:25:D0:36:EB:D2:6F:1A:C8:EF:89:B5:2A:E4:3B:ED:52:29:E7:0A:08:B8:C6:27"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"site.chatgpt.orellise.relay-agent-services/relay","url":"https://registry.modelcontextprotocol.io/v0/servers/site.chatgpt.orellise.relay-agent-services%2Frelay","firstSeenAt":"2026-10-14T16:21:56.865Z","fetchedAt":"2026-10-21T00:22:32.041Z","normalizedAt":"2026-10-21T00:22:32.041Z"}]},"firstSeenAt":"2026-10-14T16:21:56.865Z","updatedAt":"2026-10-24T00:32:09.928Z"}