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Claude Desktopguide →Vscodeguide →Cursorguide →Windsurfguide →

Modelwatch

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

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Getting Started

npx @getmcp/cli add io.github.bch1212/modelwatch

Requires Node.js 18+. Community-contributed server. Review source before installing.

Required Environment Variables

MODELWATCH_API_KEY
API key from https://modelwatch.app (free tier: 5 specs, 500 runs/mo).

Configuration

Config file: ~/Library/Application Support/Claude/claude_desktop_config.json

JSON

{
  "mcpServers": {
    "io.github.bch1212/modelwatch": {
      "command": "npx",
      "args": [
        "-y",
        "modelwatch-mcp"
      ],
      "env": {
        "MODELWATCH_API_KEY": "",
        "MODELWATCH_API_BASE": "https://api.modelwatch.app"
      }
    }
  }
}

Claude Desktop MCP documentation

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