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mnemo

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

Python Local macOSWindowsLinux
★ 11 stars Last pushed 2026-09-22 License: Apache-2.0

Topics: Knowledge & Memory

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Review any command before running it. Package names and URLs come from the server's own registry entry.

Package (pypi 2.16.0)

uvx mnemo-mcp

Or add to your MCP client config:

{
  "mcpServers": {
    "mnemo": {
      "command": "uvx",
      "args": [
        "mnemo-mcp"
      ],
      "env": {
        "API_KEYS": "<YOUR_VALUE>"
      }
    }
  }
}
  • API_KEYS secret — Provider API keys (format: PROVIDER_API_KEY:key,...). Select models per task with EMBEDDING_MODELS / RERANK_MODELS / LLM_MODELS (CSV provider/model, order = litellm fallback); provider is inferred from the model prefix. Empty embedding/rerank chains select Fastretrieval local ONNX/GGUF models; configured cloud chains never silently fall back to local.

Related servers

Listed in punkpeye/awesome-mcp-servers (MIT)

Data from the Official MCP Registry