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mcp-local-rag

by nkapila6
GitHub
Python
MIT License
24
OverviewInspectNewSchemaRelated ServersReviewsScore
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Integrations

  • Enables web search functionality using Google to retrieve up-to-date information that can be incorporated into Claude's responses

mcp-local-rag

"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨

Installation instructions

  1. You would need to install uv: https://docs.astral.sh/uv/

If you do not want to clone in Step 2.

Just paste this directly into Claude config. You can find the configuration paths here: https://modelcontextprotocol.io/quickstart/user

{ "mcpServers": { "mcp-local-rag":{ "command": "uvx", "args": [ "--python=3.10", "--from", "git+https://github.com/nkapila6/mcp-local-rag", "mcp-local-rag" ] } } }

Otherwise:

  1. Clone this GitHub repository (OPTIONAL, can be skipped with above config)
git clone https://github.com/nkapila6/mcp-local-rag
  1. Add the following to your Claude config. You can find the configuration paths here: https://modelcontextprotocol.io/quickstart/user
{ "mcpServers": { "mcp-local-rag": { "command": "uv", "args": [ "--directory", "<path where this folder is located>/mcp-local-rag/", "run", "src/mcp_local_rag/main.py" ] } } }

Example use

On prompt

When asked to fetch/lookup/search the web, the model prompts you to use MCP server for the chat.

In the example, have asked it about Google's latest Gemma models released yesterday. This is new info that Claude is not aware about.

Result

The result from the local rag_search helps the model answer with new info.

This server cannot be installed

-
security - not tested
A
license - permissive license
-
quality - not tested

local-only server

The server can only run on the client's local machine because it depends on local resources.

"primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨

  1. Installation instructions
    1. If you do not want to clone in Step 2.
    2. Otherwise:
  2. Example use
    1. On prompt
    2. Result

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