MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.
io.github.ndjordjevic/pinrag
https://github.com/ndjordjevic/pinrag
STDIO
1 required env var
Hosted endpoint — paste into any MCP client.
Configuration this server reads at startup.
OpenRouter API key — required for the default chat LLM (PINRAG_LLM_PROVIDER defaults to openrouter). Get a key at openrouter.ai.
Absolute path to the Chroma vector store directory (recommended so indexes are not tied to the server process cwd).
Where to find authoritative docs and source for PinRAG.
Open MCP Agent Studio and connect this server to Claude, GPT, Gemini, DeepSeek and more — no install required.
Open Agent Studio