mcp-local-rag

🥈Silver

Local-first RAG server for developers using MCP. Enables semantic and keyword search for code and technical docs. Fully private, zero setup. Ideal for operations teams needing secure, local search capabilities.

82190Updated 1w ago

Intermediate30min to implementautomation

Saves ~150 min per use

Quick InstallView Source

git clone https://github.com/shinpr/mcp-local-rag.git

Works with:

Claude

Overview

About This Skill

Setup & Installation

Quick Install

No install command available. Check the GitHub repository for manual installation instructions.

Alternative Install (Git Clone)

git clone https://github.com/shinpr/mcp-local-rag

Requirements

Claude Code or compatible AI agent
Works with: Claude

Quick Start Guide

Install the Skill

Copy the install command above and run it in your terminal.

Open Your AI Agent

Launch Claude Code, Cursor, or your preferred AI coding agent.

Try It Out

Use the prompt template or examples below to test the skill.

Customize

Adapt the skill to your specific use case and workflow.

Usage Examples

Prompt Template

Act as a local-first RAG server for developers using MCP. I need to search my [CODEBASE] or [TECHNICAL_DOCS] with semantic and keyword search capabilities. Keep all data private and ensure zero setup is required. Provide results in a clear, actionable format.

Example Output

# Search Results for 'user authentication' in [CODEBASE]

## Semantic Search Results
- **File:** `auth_service.py`
  - **Relevance Score:** 0.92
  - **Summary:** Implements JWT-based authentication with token refresh logic.
- **File:** `user_model.py`
  - **Relevance Score:** 0.85
  - **Summary:** Defines user schema with password hashing and validation rules.

## Keyword Search Results
- **File:** `auth_utils.py`
  - **Matches:** `validate_token`, `generate_token`
  - **Context:** Utility functions for token generation and validation.
- **File:** `requirements.txt`
  - **Matches:** `pyjwt`, `passlib`
  - **Context:** Dependencies for authentication and password hashing.