roampal-core

by roampal-ai · Python · ★ 43

Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.

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Install

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

Claude Desktop config

Add this to your claude_desktop_config.json:

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

From the README

roampal-core Outcome-Based Persistent Memory MCP Server Two commands. Your AI coding assistant gets outcome-based memory. Works with Claude Code and OpenCode. -----|-------| | Conversational learning vs raw ingestion | **+23 points** (76.6% vs 53.0%, p Target a specific tool: or Platform Differences The core loop is identical — both platforms inject context, capture exchanges, and score outcomes. The delivery mechanism differs: | | Claude Code | OpenCode | |--|-------------|----------| | Context injection | Hooks (stdout) | Plugin (system prompt) | | Ex…

Read full README on GitHub →

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