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mcp-local-rag

MCP serverAI & models

This community-built addition lets your AI answer questions using information kept on your own computer. It runs locally and is designed to be easy to set up with minimal configuration.

Unavailable. This server has no hosted endpoint yet, so Ahel can't serve it.

Add to setup to save this item as a reference. Ahel cannot run it, and signing in will not install it.

What your AI can do with it

  • Answer questions using information from your own computer
  • Look up relevant material when responding to a question
  • Keep your source material on your own machine
  • Get set up quickly with minimal configuration

Getting started

  1. Save this item in Your setup as a reference.
  2. Read the source or reference documentation for its setup requirements. Saving it here does not connect it to your AI.
  3. Check this page for availability before trying to install it through Ahel.

From the project's README

As published by shinpr/mcp-local-rag in README.md. This repository publishes several servers, so only the opening is shown here.

Search private documents from an MCP client or the terminal without sending them to an embedding API.

mcp-local-rag indexes PDF, DOCX, Markdown, and text files on your machine. Search combines semantic similarity with keyword matching, so queries can match both intent and exact technical terms such as API names, class names, and error codes.

Features

Shortened here. Read the whole README on GitHub.

Signals

GitHub stars
407
Forks
76
Last commit
Oct 2026
Weekly downloads
8k
Weekly_downloads
8k weekly_downloads
Advanced
Delivery
mcp-local-rag MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
io-github-shinpr-mcp-local-rag
Source
github.com/shinpr/mcp-local-rag

github.com/shinpr/mcp-local-rag

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