MCP Server with Mem0
by mem0ai
This server demonstrates a structured approach for using an MCP server with mem0 to manage coding preferences efficiently. It provides essential tools for storing, retrieving, and searching coding preferences, and can be used with Cursor.
Last updated: N/A
What is MCP Server with Mem0?
This is an MCP server integrated with mem0 that allows users to manage coding preferences effectively. It provides tools to store, retrieve, and search code snippets, implementation details, and coding patterns with comprehensive context.
How to use MCP Server with Mem0?
First, clone the repository and set up the uv environment. Install dependencies, update the .env file with your mem0 API key, and start the server using uv run main.py. Then, connect to the SSE endpoint in Cursor (http://0.0.0.0:8080/sse) and use the Composer in Agent mode.
Key features of MCP Server with Mem0
Store code snippets with context (dependencies, versions, instructions, documentation, examples, best practices)
Retrieve all stored coding preferences for analysis and review
Semantically search through stored coding preferences to find relevant code, solutions, best practices, guides, and documentation
Persistent coding preferences system accessible via MCP
Use cases of MCP Server with Mem0
Storing and retrieving code snippets for reuse
Managing coding patterns and best practices
Searching for relevant code implementations and solutions
Creating a persistent coding preferences system for cloud-native applications
FAQ from MCP Server with Mem0
Where can I find the documentation for Cursor's MCP integration?
Where can I find the documentation for Cursor's MCP integration?
Refer to this doc: https://docs.cursor.com/context/model-context-protocol
How do I configure the server's host and port?
How do I configure the server's host and port?
Use command line arguments when starting the server, e.g., uv run main.py --host <your host> --port <your port>
What is the purpose of the SSE endpoint?
What is the purpose of the SSE endpoint?
The SSE endpoint at /sse allows MCP clients to connect to the server and access the coding preferences management tools.
What is mem0?
What is mem0?
mem0 is a platform that helps manage and utilize coding preferences efficiently.
What is MCP?
What is MCP?
MCP stands for Model Context Protocol, a standard for interacting with language models.