{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_gkted4j9897d","handle":"leadfast","url":"https://wellknown.network/agents/leadfast","links":{"self":"https://wellknown.network/agents/leadfast/record.json","html":"https://wellknown.network/agents/leadfast","markdown":"https://wellknown.network/agents/leadfast/record.md","api":"https://wellknown.network/api/v1/agents/leadfast","status":"https://wellknown.network/api/v1/agents/leadfast/status","claim":"https://wellknown.network/agents/leadfast/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/leadfast/claim.json","badge":"https://wellknown.network/agents/leadfast/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/leadfast/history","tools":"https://wellknown.network/api/v1/agents/leadfast/tools"},"ard":{"identifier":"urn:air:leadfast.vip:server:leadfast","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"LeadFast","summary":"Buyer-intent Reddit posts matched to your product, with suggested replies. 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Read-only.","publisher":{"name":"vip.leadfast","url":null},"homepage":"https://leadfast.vip/agents","repository":null,"version":"1.0.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://leadfast.vip/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-10-10T19:38:49.70631Z","publishedAt":"2026-10-10T19:38:49.70631Z","registryName":"vip.leadfast/leadfast"},"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":"commerce.payments","name":"Payments","confidence":1,"provenance":"derived"},{"slug":"communication.chat","name":"Team Chat","confidence":1,"provenance":"derived"},{"slug":"communication.notifications","name":"Notifications","confidence":1,"provenance":"derived"},{"slug":"security.identity","name":"Identity & Access","confidence":1,"provenance":"derived"},{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":0.554,"provenance":"derived"},{"slug":"communication.sms-voice","name":"SMS & Voice","confidence":0.525,"provenance":"derived"},{"slug":"code.testing","name":"Testing","confidence":0.51,"provenance":"derived"},{"slug":"security.secrets","name":"Secrets Management","confidence":0.51,"provenance":"derived"}],"categories":["code","commerce","communication","dev","security"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 5h ago.","lastOkAt":"2026-11-01T14:29:12.791Z","lastProbedAt":"2026-11-01T14:29:12.791Z","statusComputedAt":"2026-11-01T14:33:02.656Z","reliability30d":{"probes":73,"successRate":1,"p50Ms":476,"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":73,"ok":73,"authBoundaryOk":70,"serviceOk":3,"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":"2026-11-01T14:29:12.791Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":999,"error":null,"detail":{"tools":[{"name":"get_research","description":"Read product facts and real onboarding progress for the signed-in account. 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First call with the operation fields to prepare a preview. Show it and wait for explicit user approv"},{"name":"test_telegram","description":"Send a real Telegram test message and activate the destination on success. First call with the operation fields to prepare a preview. Show it and wait for expli"},{"name":"test_webhook","description":"Send a signed test request to the saved webhook and activate it on success. First call with the operation fields to prepare a preview. Show it and wait for expl"},{"name":"pause_integration","description":"Pause future deliveries to one integration. Slack channels are managed inside Slack. First call with the operation fields to prepare a preview. Show it and wait"},{"name":"resume_integration","description":"Resume future deliveries to a previously verified integration. Requires Product Access. First call with the operation fields to prepare a preview. Show it and w"},{"name":"disconnect_integration","description":"Remove the configured integration and revoke its connection where supported. First call with the operation fields to prepare a preview. Show it and wait for exp"},{"name":"get_change_status","description":"Read the proposal and saved execution result for this account and OAuth connection."},{"name":"cancel_change","description":"Cancel an unexecuted proposal. Does not undo an operation already started."}],"toolCount":34,"toolsHash":"1f07c07d93b2046dcb42c3b190757be2e3a22a730fc234f98440361d25160935","serverName":"leadfast","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-31T22:29:20.892Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":439,"error":null,"detail":{"tools":[{"name":"get_research","description":"Read product facts and real onboarding progress for the signed-in account. Poll at most once every 5 seconds."},{"name":"list_threads","description":"Read the existing onboarding preview: five open threads with saved replies and safe locked previews. Records that the account viewed its threads."},{"name":"get_subscription","description":"Read the account subscription status and access. Never treats a Checkout return as proof of access."},{"name":"list_matches","description":"List recent matches with a score of 50 or above, newest first, regardless of alert delivery."},{"name":"get_match","description":"Get one match with a score of 50 or above, its reason and per-destination results, regardless of alert delivery."},{"name":"get_product","description":"Get the product profile LeadFast understood."},{"name":"get_monitoring_status","description":"Monitoring state, last website review, and destinations."},{"name":"get_product_settings","description":"Read the website, current product profile and a pending profile or website review. 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First call with the operation fields to prepare a preview. Show it and wait for explicit user approval in"},{"name":"apply_website_review","description":"Apply a reviewed website as the new product. Preserves subscription, destinations and history. First call with the operation fields to prepare a preview. Show i"},{"name":"cancel_website_review","description":"Cancel a pending website replacement and keep the current product. First call with the operation fields to prepare a preview. Show it and wait for explicit user"},{"name":"retry_website_review","description":"Retry a failed website replacement review. First call with the operation fields to prepare a preview. Show it and wait for explicit user approval in the chat. T"},{"name":"apply_product_facts","description":"Apply the pending product profile after reviewing its generated facts. First call with the operation fields to prepare a preview. 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First call with the operation fields to prepare a preview. Show it and wait for explicit user approv"},{"name":"test_telegram","description":"Send a real Telegram test message and activate the destination on success. First call with the operation fields to prepare a preview. Show it and wait for expli"},{"name":"test_webhook","description":"Send a signed test request to the saved webhook and activate it on success. First call with the operation fields to prepare a preview. Show it and wait for expl"},{"name":"pause_integration","description":"Pause future deliveries to one integration. Slack channels are managed inside Slack. First call with the operation fields to prepare a preview. Show it and wait"},{"name":"resume_integration","description":"Resume future deliveries to a previously verified integration. Requires Product Access. First call with the operation fields to prepare a preview. Show it and w"},{"name":"disconnect_integration","description":"Remove the configured integration and revoke its connection where supported. First call with the operation fields to prepare a preview. Show it and wait for exp"},{"name":"get_change_status","description":"Read the proposal and saved execution result for this account and OAuth connection."},{"name":"cancel_change","description":"Cancel an unexecuted proposal. Does not undo an operation already started."}],"toolCount":34,"toolsHash":"1f07c07d93b2046dcb42c3b190757be2e3a22a730fc234f98440361d25160935","serverName":"leadfast","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-31T14:25:45.051Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":446,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer resource_metadata=\"https://leadfast.vip/.well-known/oauth-protected-resource\", error=\"invalid_token\", error_description=\"Connect your LeadFast account to continue\""}},{"at":"2026-10-31T06:28:42.629Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":455,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer resource_metadata=\"https://leadfast.vip/.well-known/oauth-protected-resource\", error=\"invalid_token\", error_description=\"Connect your LeadFast account to continue\""}},{"at":"2026-10-30T23:28:35.092Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":501,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer resource_metadata=\"https://leadfast.vip/.well-known/oauth-protected-resource\", error=\"invalid_token\", error_description=\"Connect your LeadFast account to continue\""}},{"at":"2026-10-30T16:24:02.759Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":481,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer resource_metadata=\"https://leadfast.vip/.well-known/oauth-protected-resource\", error=\"invalid_token\", error_description=\"Connect your LeadFast account to continue\""}},{"at":"2026-10-30T08:23:16.725Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":464,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer resource_metadata=\"https://leadfast.vip/.well-known/oauth-protected-resource\", error=\"invalid_token\", error_description=\"Connect your LeadFast account to continue\""}},{"at":"2026-10-30T00:23:21.627Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":537,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer resource_metadata=\"https://leadfast.vip/.well-known/oauth-protected-resource\", error=\"invalid_token\", error_description=\"Connect your LeadFast account to continue\""}},{"at":"2026-10-29T16:25:57.638Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":549,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer resource_metadata=\"https://leadfast.vip/.well-known/oauth-protected-resource\", error=\"invalid_token\", error_description=\"Connect your LeadFast account to continue\""}}],"tools":[{"name":"get_research","description":"Read product facts and real onboarding progress for the signed-in account. Poll at most once every 5 seconds."},{"name":"list_threads","description":"Read the existing onboarding preview: five open threads with saved replies and safe locked previews. Records that the account viewed its threads."},{"name":"get_subscription","description":"Read the account subscription status and access. Never treats a Checkout return as proof of access."},{"name":"list_matches","description":"List recent matches with a score of 50 or above, newest first, regardless of alert delivery."},{"name":"get_match","description":"Get one match with a score of 50 or above, its reason and per-destination results, regardless of alert delivery."},{"name":"get_product","description":"Get the product profile LeadFast understood."},{"name":"get_monitoring_status","description":"Monitoring state, last website review, and destinations."},{"name":"get_product_settings","description":"Read the website, current product profile and a pending profile or website review. 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Show it and wa"},{"name":"start_trial","description":"Open secure external Checkout for an eligible account. The user reviews the terms in Stripe. Never collect payment details in chat. First call with the operatio"},{"name":"correct_product_facts","description":"Submit product facts for a new profile review. Does not apply the generated profile. First call with the operation fields to prepare a preview. Show it and wait"},{"name":"replace_product_website","description":"Start a new product website review. Current alerts continue until the new profile is applied. First call with the operation fields to prepare a preview. Show it"},{"name":"select_website_offering","description":"Choose one offering from a pending website review. First call with the operation fields to prepare a preview. Show it and wait for explicit user approval in the"},{"name":"correct_website_facts","description":"Correct the product facts in a pending website review. 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Show it and wait for explicit "},{"name":"connect_email","description":"Connect the account email or send a verification code to another address. Codes stay on the secure LeadFast page. First call with the operation fields to prepar"},{"name":"connect_slack","description":"Create a Slack authorization link. Invite the bot to channels inside Slack to activate them. First call with the operation fields to prepare a preview. Show it "},{"name":"connect_telegram","description":"Create a Telegram bot link. Press Start or add the bot to a group, then approve a separate test. First call with the operation fields to prepare a preview. Show"},{"name":"connect_webhook","description":"Save a public HTTPS endpoint for testing. Retrieve its signing secret only from the secure LeadFast page. First call with the operation fields to prepare a prev"},{"name":"test_email","description":"Send a real test email to the configured, verified address. First call with the operation fields to prepare a preview. Show it and wait for explicit user approv"},{"name":"test_telegram","description":"Send a real Telegram test message and activate the destination on success. First call with the operation fields to prepare a preview. Show it and wait for expli"},{"name":"test_webhook","description":"Send a signed test request to the saved webhook and activate it on success. First call with the operation fields to prepare a preview. Show it and wait for expl"},{"name":"pause_integration","description":"Pause future deliveries to one integration. Slack channels are managed inside Slack. First call with the operation fields to prepare a preview. Show it and wait"},{"name":"resume_integration","description":"Resume future deliveries to a previously verified integration. Requires Product Access. First call with the operation fields to prepare a preview. Show it and w"},{"name":"disconnect_integration","description":"Remove the configured integration and revoke its connection where supported. First call with the operation fields to prepare a preview. Show it and wait for exp"},{"name":"get_change_status","description":"Read the proposal and saved execution result for this account and OAuth connection."},{"name":"cancel_change","description":"Cancel an unexecuted proposal. 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