{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_cncymwvhr8g4","handle":"moatlight","url":"https://wellknown.network/agents/moatlight","links":{"self":"https://wellknown.network/agents/moatlight/record.json","html":"https://wellknown.network/agents/moatlight","markdown":"https://wellknown.network/agents/moatlight/record.md","api":"https://wellknown.network/api/v1/agents/moatlight","status":"https://wellknown.network/api/v1/agents/moatlight/status","claim":"https://wellknown.network/agents/moatlight/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/moatlight/claim.json","badge":"https://wellknown.network/agents/moatlight/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/moatlight/history","tools":"https://wellknown.network/api/v1/agents/moatlight/tools"},"ard":{"identifier":"urn:air:moatlight.com:server:moatlight","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Moatlight","summary":"Measure AI search visibility: start reports, read results and the ranked plan.","description":"Measure AI search visibility: start reports, read results and the ranked plan.","publisher":{"name":"moatlight.com","url":"https://moatlight.com"},"homepage":"https://moatlight.com/docs","repository":"https://github.com/Moatlight/moatlight-agent-kit","version":"1.1.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://moatlight.com/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"ard":{"type":"application/mcp-server-card+json","metadata":null,"identifier":"urn:air:moatlight.com:server:mcp","artifactUrl":"https://moatlight.com/mcp/server-card","representativeQueries":["does chatgpt recommend my company when buyers search for what we sell?","which competitors does google ai overview name instead of my business?","start a moatlight report for yourcompany.com"]},"updatedAt":"2026-11-07T10:47:25.59771Z","publishedAt":"2026-11-07T10:47:25.59771Z","registryName":"com.moatlight/mcp"},"attribution":{"kind":"ard_catalog","name":"ard_catalog","repoUrl":"mcp_registry","summary":"ard_catalog","version":"ard_catalog","description":"ard_catalog","homepageUrl":"ard_catalog","publisherUrl":"ard_catalog","publisherName":"ard_catalog"}},"derived":{"capabilities":[{"slug":"analytics.reporting","name":"Reporting & Dashboards","confidence":0.885,"provenance":"derived"},{"slug":"commerce.payments","name":"Payments","confidence":0.51,"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":["analytics","commerce","infra"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 8h ago.","lastOkAt":"2026-11-09T03:27:29.431Z","lastProbedAt":"2026-11-09T03:27:29.431Z","statusComputedAt":"2026-11-09T03:30:30.074Z","reliability30d":{"probes":1,"successRate":1,"p50Ms":188,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":1,"ok":1,"authBoundaryOk":0,"serviceOk":1,"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":"2026-11-09T03:27:29.431Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":188,"error":null,"detail":{"tools":[{"name":"get_product","description":"Facts about the product: what it does, who it is for, what it does not do, and how an agent can use it. No login. No login needed."},{"name":"get_pricing","description":"The free plan and the one-time Early Access pass: price, what each includes, refund window. Payment needs a person in a browser. No login. No login needed."},{"name":"list_faq","description":"Every FAQ question and answer from the home page, paged. No login. No login needed."},{"name":"get_sample_report","description":"Shows the shape of a real report (visibility numbers, rivals, ranked plan) for a fictional coffee roaster. Made-up data, no login. No login needed."},{"name":"get_account","description":"Returns the user's plan (free or early_access), when the pass ends, what the plan allows, and how to upgrade. Needs login with scope account:read."},{"name":"list_reports","description":"The user's reports, newest first, paged with a cursor. Each has its stage (analyzing, needs_confirmation, running, finished, failed). Needs login with scope rep"},{"name":"create_report","description":"Creates a report draft for a website and starts reading it. Free plan: one website, one report every 30 days. A new draft for a different website deletes the us"},{"name":"batch_get_reports","description":"Batch read: send a list of report ids and get each report (or its error) in one answer, instead of one call per report. Each result has its own status, so one u"},{"name":"get_report","description":"While stage is needs_confirmation it returns the business profile and the proposed buyer questions. While running it returns progress. When finished it returns "},{"name":"start_report","description":"Accepts the proposed business profile and buyer questions (optionally a chosen subset of 3 to 6 question ids) and starts asking the AI engines the account inclu"},{"name":"get_report_actions","description":"For a finished report: up to three ranked moves (reason, exact edit, page, effort) and, for each buyer question AI answered with a rival, who won and why. Needs"},{"name":"get_agent_readiness","description":"Score, grade, layer breakdown and ranked fixes from the newest scan of the report's website. Needs the Early Access pass; otherwise 402 with a link a person can"},{"name":"scan_agent_readiness","description":"Runs, or reuses a result under 24 hours old, for the report's website. Set force to true to scan again after fixing something. Rate limited. Needs login with sc"}],"toolCount":13,"toolsHash":"4aceec170e5564bb2248d729fa103ed64e922249e0b8ae85fc526e58be465c3f","serverName":"moatlight","capabilities":["tools"],"serverVersion":"1.1.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"get_product","description":"Facts about the product: what it does, who it is for, what it does not do, and how an agent can use it. No login. No login needed."},{"name":"get_pricing","description":"The free plan and the one-time Early Access pass: price, what each includes, refund window. Payment needs a person in a browser. No login. No login needed."},{"name":"list_faq","description":"Every FAQ question and answer from the home page, paged. No login. No login needed."},{"name":"get_sample_report","description":"Shows the shape of a real report (visibility numbers, rivals, ranked plan) for a fictional coffee roaster. Made-up data, no login. No login needed."},{"name":"get_account","description":"Returns the user's plan (free or early_access), when the pass ends, what the plan allows, and how to upgrade. Needs login with scope account:read."},{"name":"list_reports","description":"The user's reports, newest first, paged with a cursor. Each has its stage (analyzing, needs_confirmation, running, finished, failed). Needs login with scope rep"},{"name":"create_report","description":"Creates a report draft for a website and starts reading it. Free plan: one website, one report every 30 days. A new draft for a different website deletes the us"},{"name":"batch_get_reports","description":"Batch read: send a list of report ids and get each report (or its error) in one answer, instead of one call per report. Each result has its own status, so one u"},{"name":"get_report","description":"While stage is needs_confirmation it returns the business profile and the proposed buyer questions. While running it returns progress. When finished it returns "},{"name":"start_report","description":"Accepts the proposed business profile and buyer questions (optionally a chosen subset of 3 to 6 question ids) and starts asking the AI engines the account inclu"},{"name":"get_report_actions","description":"For a finished report: up to three ranked moves (reason, exact edit, page, effort) and, for each buyer question AI answered with a rival, who won and why. Needs"},{"name":"get_agent_readiness","description":"Score, grade, layer breakdown and ranked fixes from the newest scan of the report's website. Needs the Early Access pass; otherwise 402 with a link a person can"},{"name":"scan_agent_readiness","description":"Runs, or reuses a result under 24 hours old, for the report's website. Set force to true to scan again after fixing something. Rate limited. Needs login with sc"}],"package":null,"toolSurface":{"id":"ts_whtwqawetfcb","endpointId":"ep_qmn2js4fqjve","hash":"4aceec170e5564bb2248d729fa103ed64e922249e0b8ae85fc526e58be465c3f","toolCount":13,"serverName":"moatlight","serverVersion":"1.1.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-11-09T03:27:29.437Z","lastSeenAt":"2026-11-09T03:27:29.437Z","observations":1,"hiddenText":{"level":"none","total":0,"tools":0,"kinds":[],"findings":[]},"toolNames":["get_product","get_pricing","list_faq","get_sample_report","get_account","list_reports","create_report","batch_get_reports","get_report","start_report","get_report_actions","get_agent_readiness","scan_agent_readiness"],"distinctSurfaces":1,"surfacesWithHiddenText":0},"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"com.moatlight/mcp","url":"https://registry.modelcontextprotocol.io/v0/servers/com.moatlight%2Fmcp","firstSeenAt":"2026-11-09T00:19:28.117Z","fetchedAt":"2026-11-09T00:19:28.117Z","normalizedAt":"2026-11-09T00:19:28.117Z"},{"source":"ard_catalog","key":"urn:air:moatlight.com:server:mcp","url":"https://moatlight.com/.well-known/ard.json","firstSeenAt":"2026-11-09T00:24:20.218Z","fetchedAt":"2026-11-09T00:24:20.218Z","normalizedAt":"2026-11-09T00:24:20.218Z"}]},"firstSeenAt":"2026-11-09T00:19:28.117Z","updatedAt":"2026-11-09T03:32:20.109Z"}