io.github.bch1212/modelwatch MCP Server

Name: io.github.bch1212/modelwatch MCP Server
Author: io.github.bch1212

io.github.bch1212/modelwatch

Repository Registry

What is the io.github.bch1212/modelwatch MCP server?

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

How to install io.github.bch1212/modelwatch

Copy-paste configuration for popular MCP clients.

transport: stdio

Config generated by PluginBench — verify against the source before use.

Environment / auth

MODELWATCH_API_KEY
required
secret
API key from https://modelwatch.app (free tier: 5 specs, 500 runs/mo).
MODELWATCH_API_BASE
Override the API base URL for self-hosted deployments.

Claude Desktop

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

{
  "mcpServers": {
    "modelwatch": {
      "command": "npx",
      "args": [
        "-y",
        "modelwatch-mcp"
      ],
      "env": {
        "MODELWATCH_API_KEY": "<YOUR_MODELWATCH_API_KEY>",
        "MODELWATCH_API_BASE": "<YOUR_MODELWATCH_API_BASE>"
      }
    }
  }
}

Cursor

~/.cursor/mcp.json

{
  "mcpServers": {
    "modelwatch": {
      "command": "npx",
      "args": [
        "-y",
        "modelwatch-mcp"
      ],
      "env": {
        "MODELWATCH_API_KEY": "<YOUR_MODELWATCH_API_KEY>",
        "MODELWATCH_API_BASE": "<YOUR_MODELWATCH_API_BASE>"
      }
    }
  }
}

Windsurf

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "modelwatch": {
      "command": "npx",
      "args": [
        "-y",
        "modelwatch-mcp"
      ],
      "env": {
        "MODELWATCH_API_KEY": "<YOUR_MODELWATCH_API_KEY>",
        "MODELWATCH_API_BASE": "<YOUR_MODELWATCH_API_BASE>"
      }
    }
  }
}

VS Code

.vscode/mcp.json

{
  "servers": {
    "modelwatch": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "modelwatch-mcp"
      ],
      "env": {
        "MODELWATCH_API_KEY": "<YOUR_MODELWATCH_API_KEY>",
        "MODELWATCH_API_BASE": "<YOUR_MODELWATCH_API_BASE>"
      }
    }
  }
}

Claude Code

claude mcp add modelwatch --env MODELWATCH_API_KEY=<YOUR_MODELWATCH_API_KEY> --env MODELWATCH_API_BASE=<YOUR_MODELWATCH_API_BASE> -- npx -y modelwatch-mcp