MCP Server with Mem0 for Managing Coding Preferences

Installation

1. Clone this repository
2. Initialize the

   uv

   environment:

uv venv

1. Activate the virtual environment:

source .venv/bin/activate

1. Install the dependencies using

   uv

   :

# Install in editable mode from pyproject.toml
uv pip install -e .

1. Update

   .env

   file in the root directory with your mem0 API key:

MEM0_API_KEY=your_api_key_here

Usage

1. Start the MCP server:

uv run main.py

1. In Cursor, connect to the SSE endpoint, follow this doc for reference:

http://0.0.0.0:8080/sse

1. Open the Composer in Cursor and switch to

   Agent

   mode.

Demo with Cursor

Features

1. add_coding_preference

   : Store code snippets, implementation details, and coding patterns with comprehensive context including:
   • Complete code with dependencies
   • Language/framework versions
   • Setup instructions
   • Documentation and comments
   • Example usage
   • Best practices

2. get_all_coding_preferences

   : Retrieve all stored coding preferences to analyze patterns, review implementations, and ensure no relevant information is missed.

3. search_coding_preferences

   : Semantically search through stored coding preferences to find relevant:
   • Code implementations
   • Programming solutions
   • Best practices
   • Setup guides
   • Technical documentation

Why?

Server

uv run main.py --host <your host> --port <your port>

/sse