Local memory server for MCP-compatible AI agents

A local memory server indexing chats and code for search by MCP-compatible AI agents like Cursor or Continue.

Local Memory Server for MCP-Compatible AI Agents

This repository provides a local memory server designed to enhance the capabilities of AI agents that adhere to the MCP (Memory, Code, Prompt) protocol. By indexing your chat history and code, this server enables AI agents to perform sophisticated searches, retrieve relevant information, and leverage past interactions for more context-aware and efficient development workflows. It's a crucial component for building intelligent agents that can effectively manage and utilize large volumes of project-specific data.

What it Does

The local memory server acts as a centralized repository for your AI agent's interactions and the code it processes. It indexes conversations, code snippets, and other relevant data, making it searchable by MCP-compatible AI agents. This allows agents to recall past discussions, identify patterns in code, and access previously written solutions, significantly improving their ability to assist with complex development tasks. The server operates locally, ensuring data privacy and control.

Key Features

Local Data Indexing: Indexes chat logs and code for efficient local storage and retrieval.
MCP Compatibility: Designed to work seamlessly with AI agents following the MCP protocol.
Search Functionality: Enables AI agents to perform targeted searches across indexed data.
Enhanced Context: Provides agents with access to historical information for more informed responses.
Developer-Focused: Built to support the needs of AI builders and developers.
Open Source: Hosted on GitHub, allowing for transparency and community contributions.

Who it's For

This tool is specifically for AI developers and engineers building or utilizing MCP-compatible AI agents. If you are working with AI coding assistants like Cursor or Continue, or developing your own agents that require persistent memory and code awareness, this local memory server will be invaluable. It's for those who prioritize data privacy, require deep integration with their development environment, and need to equip their AI agents with robust memory capabilities to tackle complex coding challenges.