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roampal

by roampal-ai · Python · ★ 117

View on GitHub ↗

Memory that learns what works.

#ai-assistant#ai-memory#chromadb#desktop-app#llm#lm-studio#local-ai#local-llm#mcp-server#model-context-protocol#offline-ai#ollama#outcome-learning#persistent-memory#privacy-first#rag#self-hosted#semantic-search#tauri#windows

Install

pip install git+https://github.com/roampal-ai/roampal.git

Claude Desktop config

Add this to your claude_desktop_config.json: 

{
  "mcpServers": {
    "roampal": {
      "command": "uvx",
      "args": [
        "git+https://github.com/roampal-ai/roampal.git"
      ]
    }
  }
}

From the README

[](https://roampal.ai) [](https://www.python.org/downloads/) [](https://tauri.app/) [](https://roampal.ai) [](LICENSE) **Memory that learns what works. So you can do more of it.** *Say it worked. Say it didn't. The AI remembers.* Stop re-explaining yourself every conversation. Roampal remembers outcomes, learns from feedback, and gets smarter over time—all 100% private and local. > **85.8% non-adversarial on LoCoMo (1,986 questions). +23 pts over raw ingestion. Absorbs 1,135 poison memories losing only 4 pts.** [(Paper)](https://github.com/roampal-ai/roampal-labs) -----|--…
Read full README on GitHub →

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