caura-ai/caura-memclaw

<p align="center"> <img src="static/images/memCLAW_logo_dark.png" alt="MemClaw" width="420" /> </p> <h3 align="center">Fleet memory for AI agents &mdash; governed, shared, self-improving.</h3> <p align="center"> <a href="LICENSE"><img src="https://img.shields.io/badge/License-Apache_2.0-blue.svg" alt="License" /></a> <a href="https://github.com/caura-ai/caura-memclaw/stargazers"><img src="https://img.shields.io/github/stars/caura-ai/caura-memclaw?style=social" alt="GitHub Stars" /></a> <a href="https://github.com/caura-ai/caura-memclaw/actions"><img src="https://img.shields.io/github/actions/workflow/status/caura-ai/caura-memclaw/ci.yml?label=CI" alt="CI" /></a> <a href="https://github.com/caura-ai/caura-memclaw/releases"><img src="https://img.shields.io/github/v/release/caura-ai/caura-memclaw" alt="Release" /></a> <a href="https://discord.com/invite/aNfpgfpj"><img src="https://img.shields.io/badge/Discord-join-5865F2?logo=discord&logoColor=white" alt="Join us on Discord" /></a> </p> <p align="center"> <a href="#quick-start">Quick Start</a> &middot; <a href="#features">Features</a> &middot; <a href="#performance">Performance</a> &middot; <a href="#mcp-model-context-protocol">MCP</a> &middot; <a href="#api-reference">API Reference</a> &middot; <a href="static/docs/integration-guide.md">Plugin Docs</a> &middot; <a href="CONTRIBUTING.md">Contributing</a> &middot; <a href="https://discord.com/invite/aNfpgfpj">Discord</a> </p>

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MemClaw — Fleet memory for AI agents

MemClaw is open-source memory for multi-tenant, multi-agent AI fleets. Your agents store what they learn, find what the fleet knows, and get smarter with every interaction — learning from each other instead of repeating mistakes.

Agents write plain text. MemClaw turns it into searchable, governed, self-improving memory.

One loop, three pillars: write, recall, compound — every interaction makes the next one smarter.

Built for fleets, not single agents. Publi