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A self-hosted, secure, feature-rich memory system for AI agents and assistants. Provides intelligent fact extraction and deduplication, with an artifact store for detailed content.

277 stars PythonOthers Updated Sep 1, 2026
agents-memoryaiai-agentsagent-memoryllmmcpmemorypersonalizationsemantic-memoryvector-search

No README could be loaded. View the project on GitHub for full documentation.

Frequently asked questions

What is mnemory?

mnemory is A self-hosted, secure, feature-rich memory system for AI agents and assistants. Provides intelligent fact extraction and deduplication, with an artifact store for detailed content.

How do I install mnemory?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is mnemory open source?

Yes — it is hosted on GitHub at https://github.com/fpytloun/mnemory and has 277 stars.

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