MemPalace/mempalace
MemPalace is an open-source, local-first AI memory system that stores and retrieves conversation history verbatim using semantic search, supporting pluggable backends like ChromaDB and integrating ...
Awesome MCP › Knowledge & Memory
mem0ai/mem0-mcp
The mem0-mcp project is an MCP (Model Context Protocol) server integrated with mem0 designed to manage coding preferences effectively. It provides a structured approach to storing, retrieving, and semantically searching coding patterns and solutions through an SSE (Server-Sent Events) endpoint accessible by clients such as Cursor. The server offers three main tools: add_coding_preference, get_all_coding_preferences, and search_coding_preferences. These tools allow users to store comprehensive coding preferences including code snippets, implementation details, dependencies, language and framework versions, setup instructions, documentation, comments, example usage, and best practices. Users can retrieve all stored coding preferences to analyze patterns and review implementations or perform semantic searches to find relevant code implementations, programming solutions, best practices, setup guides, and technical documentation. The server runs by default on 0.0.0.0:8080 and can be configured with command line arguments for host and port. It supports a cloud-native use case where the server and clients operate as decoupled processes on different nodes. The project includes installation instructions for setting up a virtual environment, installing dependencies, and configuring the mem0 API key. It also provides usage instructions for starting the MCP server and connecting to the SSE endpoint from Cursor, including switching to Agent mode in the Cursor Composer. This implementation facilitates a persistent coding preferences system accessible via MCP, enhancing coding efficiency and knowledge sharing among developers by leveraging semantic search and structured storage of coding knowledge.
https://github.com/mem0ai/mem0-mcp
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