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domdemetz-claude-soul

Self-improving learning engine for Claude Code. Extracts signals from every session (corrections, successes, confusion), runs periodic reflections, and evolves behavioral frameworks through evidence tiers (hypothesis → observed → validated). Frameworks that keep working get promoted, bad ones get retired. 9 MCP tools, automatic hooks, phase-adaptive learning. Single dependency, local-only. `npx claude-soul init --starter`

Score
88.7302 signals
Evidence
88 stars · 9 forks
Last commit
as last read from GitHub; most reads are from 2 Sep 2026 or later
Listed

Install

armory install domdemetz-claude-soul --cli claude

merges a server entry into.mcp.jsonListed as compatible

Configurationjson
{
  "mcpServers": {
    "domdemetz-claude-soul": {
      "command": "npx",
      "args": [
        "-y",
        "claude-soul"
      ]
    }
  }
}

↳ Restart Claude Code to load the MCP server.

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

What it is

Self-improving learning engine for Claude Code. Extracts signals from every session (corrections, successes, confusion), runs periodic reflections, and evolves behavioral frameworks through evidence tiers (hypothesis → observed → validated). Frameworks that keep working get promoted, bad ones get retired. 9 MCP tools, automatic hooks, phase-adaptive learning. Single dependency, local-only. npx claude-soul init --starter

When to use it

When an agent needs the "Knowledge & Memory" capability this MCP server exposes.

Source

Migrated from the awesome-mcp-servers navigation directory (category: Knowledge & Memory). See https://github.com/DomDemetz/claude-soul.