How do I install modelwatch?

Pick a client above and copy the generated config. Cursor and VS Code also have a deep link when the server can run locally or remotely.

Is modelwatch official?

No. Registry-listed is not the same as vendor-official. Read the methodology for the difference.

How is the trust score calculated?

This listing scores 55 (Fair). The formula is published on the methodology page.

MCPpedia

modelwatch MCP Server | MCPpedia

modelwatch MCP Server

Name: modelwatch MCP Server
Author: bch1212

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

Tools Versions Alternatives

Registrybch1212

55Fair

Install

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "bch1212-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "modelwatch-mcp@0.1.3"
      ],
      "env": {
        "MODELWATCH_API_KEY": "YOUR_MODELWATCH_API_KEY",
        "MODELWATCH_API_BASE": "https://api.modelwatch.app"
      }
    }
  }
}

Install guide

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Environment

Name	Required	Notes
MODELWATCH_API_KEY	Yes	API key from https://modelwatch.app (free tier: 5 specs, 500 runs/mo). Secret.
MODELWATCH_API_BASE	No	Override the API base URL for self-hosted deployments.

modelwatch MCP Server

Install

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Environment

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