PinRAG
Quality Score
85
/100
MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.
§01 Install
Claude Desktop (uvx)
{
"mcpServers": {
"pinrag": {
"command": "uvx",
"args": [
"pinrag"
],
"env": {
"OPENROUTER_API_KEY": "<your-openrouter_api_key>",
"PINRAG_PERSIST_DIR": "<pinrag_persist_dir>"
}
}
}
}§02 Environment variables
OPENROUTER_API_KEYrequiredsecret
OpenRouter API key — required for the default chat LLM (PINRAG_LLM_PROVIDER defaults to openrouter). Get a key at openrouter.ai.
PINRAG_PERSIST_DIRAbsolute path to the Chroma vector store directory (recommended so indexes are not tied to the server process cwd).
§03 MCP Quality Score · methodology
freshness
25
completeness
15
installability
25
documentation
15
stability
5
§04 Alternatives in Chat & Messaging
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