{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_dayru2yzmasw","handle":"ragstack","url":"https://wellknown.network/agents/ragstack","links":{"self":"https://wellknown.network/agents/ragstack/record.json","html":"https://wellknown.network/agents/ragstack","markdown":"https://wellknown.network/agents/ragstack/record.md","api":"https://wellknown.network/api/v1/agents/ragstack","status":"https://wellknown.network/api/v1/agents/ragstack/status","claim":"https://wellknown.network/agents/ragstack/claim","claimApi":"https://wellknown.network/api/v1/claims","badge":"https://wellknown.network/agents/ragstack/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:ragstack","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"ragstack","summary":"Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.","description":"Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.","publisher":{"name":"HatmanStack","url":null},"homepage":"https://github.com/HatmanStack/RAGStack-Lambda","repository":"https://github.com/HatmanStack/RAGStack-Lambda","version":"0.1.4","license":null,"protocols":["mcp"],"tags":["ai","bedrock","knowledge-base","mcp","rag"],"pricing":null,"endpoints":[{"url":"pypi:ragstack-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-02-06T20:00:44.57456Z","publishedAt":"2026-02-06T20:00:44.57456Z","registryName":"io.github.HatmanStack/ragstack"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"pypi","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"declared"}],"categories":["data"]},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"ragstack-mcp","registry":"pypi","observedAt":"2026-09-06T03:22:06.228Z","publishedAt":"2026-04-27T02:29:01.911905Z","latestVersion":"0.1.8"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"io.github.HatmanStack/ragstack","url":"https://registry.modelcontextprotocol.io/v0/servers/io.github.HatmanStack%2Fragstack","firstSeenAt":"2026-09-06T03:21:23.210Z","fetchedAt":"2026-09-06T03:21:23.210Z","normalizedAt":"2026-09-06T03:21:23.210Z"},{"source":"pypi","key":"ragstack-mcp","url":"https://pypi.org/project/ragstack-mcp/","firstSeenAt":"2026-09-06T03:22:01.942Z","fetchedAt":"2026-09-06T03:22:01.942Z","normalizedAt":"2026-09-06T03:22:01.942Z"}]},"firstSeenAt":"2026-09-06T03:21:23.210Z","updatedAt":"2026-09-06T03:22:06.228Z"}