SimpleMem

SimpleMem is a Python library and MCP server that gives LLM agents persistent, long-term memory across text, image, audio, and video modalities. Its three core components are SimpleMem (text memory with semantic lossless compression), Omni-SimpleMem (multimodal memory handling images, audio, and video alongside text), and EvolveMem, a self-evolving retrieval layer that uses an LLM-driven closed-loop diagnosis loop to discover new retrieval dimensions autonomously. All three are unified under a single `pip install simplemem` package with automatic backend routing via `from simplemem import SimpleMem`. The MCP server at mcp.simplemem.cloud connects directly to Claude Desktop and any other MCP-compatible client for text memory, while full multimodal support is available through direct Python integration. On the LoCoMo benchmark, Omni-SimpleMem achieves an F1 of 0.613, a 47 percent improvement over the previous best, and EvolveMem adds a further relative gain of 25.7 percent. Developers building agents, RAG pipelines, or long-horizon assistants that need cross-session recall across multiple media types are the primary audience.

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