io.github.bch1212/modelwatch

io.github.bch1212/modelwatch

Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates.

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Connect this server

Add this to your MCP client config — claude_desktop_config.json (Claude Desktop) or .cursor/mcp.json (Cursor).Suits: Claude Desktop · Cursor.

{
  "mcpServers": {
    "modelwatch": {
      "command": "npx",
      "args": [
        "-y",
        "modelwatch-mcp@0.1.3"
      ],
      "env": {
        "MODELWATCH_API_KEY": "<your MODELWATCH_API_KEY>",
        "MODELWATCH_API_BASE": "https://api.modelwatch.app"
      }
    }
  }
}
Environment variables
  • MODELWATCH_API_KEYrequiredsecretAPI key from https://modelwatch.app (free tier: 5 specs, 500 runs/mo).
  • MODELWATCH_API_BASEOverride the API base URL for self-hosted deployments.

A starting point — check the repository for exact arguments and setup. Restart your client after editing the config.

Category
Developer Tools
Version
0.1.3
Registry
active
Published
10/7/2026

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