{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.ndjordjevic/pinrag","description":"MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.","title":"PinRAG","repository":{"url":"https://github.com/ndjordjevic/pinrag","source":"github"},"version":"0.9.27","packages":[{"registryType":"pypi","identifier":"pinrag","version":"0.9.27","runtimeHint":"uvx","transport":{"type":"stdio"},"runtimeArguments":[{"value":"--refresh","type":"positional"},{"value":"pinrag","type":"positional"}],"environmentVariables":[{"description":"OpenRouter API key — required for the default chat LLM (PINRAG_LLM_PROVIDER defaults to openrouter). Get a key at openrouter.ai.","isRequired":true,"format":"string","isSecret":true,"name":"OPENROUTER_API_KEY"},{"description":"Absolute path to the Chroma vector store directory (recommended so indexes are not tied to the server process cwd).","format":"string","name":"PINRAG_PERSIST_DIR"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-04-09T11:16:32.307132Z","publishedAt":"2026-04-09T11:16:32.307132Z","updatedAt":"2026-04-09T11:16:32.307132Z","isLatest":true}}}