io.github.ndjordjevic

pinrag

PinRAG

RAG MCP: PDFs, repos, YouTube, Discord, plain text. Index and query with citations (stdio).

stdiocommunityknowledge

Package Details

pinrag

0.9.5•https://pypi.org/project/pinrag
Transportstdio
Runtimeuvx

Runtime Arguments

Positional
Position 0
pinrag-mcp
Named
--from
pinrag

Environment Variables

ANTHROPIC_API_KEY(str)
Secret

Anthropic API key when using Claude as the LLM (default provider).

OPENAI_API_KEY(str)
Secret

OpenAI API key (LLM and/or embeddings when using OpenAI). Often set together with or instead of ANTHROPIC_API_KEY.

PINRAG_PERSIST_DIR(str)

Absolute path to the Chroma vector store directory (recommended so indexes are not tied to the server process cwd).