Claude Skill
openmemind/memind
Memind is a self-evolving cognitive memory and context engine for AI agents, built in Java. It empowers 24/7 proactive agents like OpenClaw with understanding and SOTA performance.
Overview
Repository
Install this Skill
claude mcp add --transport http memind http://localhost:8366/mcpRegistry
claude mcp add --transport http memind http://localhost:8366/mcpgit clone https://github.com/openmemind/memind.git
Summary
Memind is a self-evolving cognitive memory and context engine for AI agents, built in Java. It empowers 24/7 proactive agents like OpenClaw with understanding and state-of-the-art performance, leveraging Spring AI for seamless integration.
面向AI代理的自我进化认知记忆与上下文引擎（Java实现）。赋能如OpenClaw等全天候主动代理，使其具备理解能力与顶尖性能表现。
Key features
- Self-evolving cognitive memory for AI agents
- Context engine with state-of-the-art performance
- Built in Java with Spring AI integration
- Designed for 24/7 proactive agents like OpenClaw
Use cases
- Enhancing AI agent memory and context understanding
- Powering proactive agents that operate 24/7
- Building cognitive memory systems for Java-based AI applications
- Integrating with Spring AI for enterprise AI solutions
README excerpt
<p align="center"> <img src="./docs/images/memind-banner.png" alt="Memind banner"> </p> <h1 align="center">Memind</h1> <h3 align="center"> <em>Memory that thinks. Context that evolves.</em> </h3> <p align="center"> The memory layer that lets AI systems learn from every conversation, tool call, document, and resolved task. </p> <p align="center"> Memind turns raw context into structured memory and reusable experience, continuously organizes it into memory graphs, threads, and evolving Insight Trees, then recalls the right context through REST, MCP, SDKs, and first-party plugins for popular agents. </p> <p align="center"> <a href="./LICENSE"><img src="https://img.shields.io/badge/License-Apache%202.0-orange" alt="License"></a> <a href="#"><img src="https://img.shields.io/badge/Version-0.2.0-0A7AFF" alt="Version 0.2.0"></a> <a href="#"><img src="https://img.shields.io/badge/Java-21-blue" alt="Java 21"></a> <a href="./README_zh.md"><img src="https://img.shields.io/badge/简体中文-点击查看-orange" alt="简体中文"></a> <a href="https://github.com/openmemind/memind"><img src="https://img.shields.io/github/stars/openmemind/memind?style=social" alt="GitHub Stars"></a> </p> <p align="center"> <a href="#benchmark"><img src="./docs/images/badges/locomo.svg" alt="LoCoMo rank #1 among listed baselines" height="38"></a> <a href="#benchmark"><img src="./docs/images/badges/longmemeval.svg" alt="LongMemEval rank #1 among listed baselines" height="38"></a> <a href="#benchmark"><img src="./docs/images/badges/personamem.svg" alt="PersonaMem rank #1 among listed baselines" height="38"></a> <a href="#mcp-server"><img src="./docs/images/badges/mcp-tools.svg" alt="11+ MCP tools" height="38"></a> <a href="#official-api-clients"><img src="./docs/images/badges/sdks.svg"