Mcp Knowledge Rag

A local stdio MCP server that gives assistants permission-aware retrieval-augmented generation: ingesting documents, hybrid search and cited answers via a host

What you can do

Ingest documents into a knowledge base for retrieval-augmented generation. Run hybrid search across the ingested content. Return answers with citations drawn from the indexed documents. Apply permission awareness so retrieval respects access rules. The manifest lists no individual tools, so exact operations are not documented.

When to use it

Useful when an assistant should answer questions grounded in your own document collection, with citations and access control, rather than relying on general knowledge. Suited to teams that need retrieval that respects who may see which documents.

Requirements

Runs as a local process on the user's machine over stdio, installed from the npm package. The description says it works against a hosted API, so network access to that service is presumably needed; no environment variables, headers or authentication are declared in the manifest. Desktop only.