Koskamo

ModelWatch MCP

An MCP server for ModelWatch that allows agents to create behavioral specs, check for LLM model drift, and pull drift reports. It integrates with Claude Desktop and Claude Code to monitor silent provider model updates and tool schema changes.

Visit ModelWatch

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

ModelWatch MCP logo, by ModelWatchCommunity listingLocal stdioSource reviewed; not executedPublished by ModelWatch
Vendor documentation

What you can do with it

  • Create behavioral specs for LLM endpoints
  • Check for model drift against baselines
  • Pull drift reports for analysis

Source and maintenance

Community listingRegistry 0.1.3
mcp-registry: io.github.bch1212/modelwatch@0.1.3Source repositoryProject website
Last repository push
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

modelwatch-mcp 0.1.3

npm
modelwatch-mcp package definition
{
  "version": "0.1.3",
  "transport": "stdio",
  "identifier": "modelwatch-mcp",
  "registryType": "npm",
  "registryBaseUrl": "https://registry.npmjs.org",
  "environmentVariables": [
    {
      "name": "MODELWATCH_API_KEY",
      "isRequired": true,
      "description": "API key from https://modelwatch.app (free tier: 5 specs, 500 runs/mo)."
    },
    {
      "name": "MODELWATCH_API_BASE",
      "default": "https://api.modelwatch.app",
      "description": "Override the API base URL for self-hosted deployments."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "modelwatch-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "modelwatch-mcp@0.1.3"
      ],
      "env": {
        "MODELWATCH_API_KEY": "<YOUR_MODELWATCH_API_KEY>",
        "MODELWATCH_API_BASE": "<YOUR_MODELWATCH_API_BASE>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "modelwatch-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "modelwatch-mcp@0.1.3"
      ],
      "env": {
        "MODELWATCH_API_KEY": "<YOUR_MODELWATCH_API_KEY>",
        "MODELWATCH_API_BASE": "<YOUR_MODELWATCH_API_BASE>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "modelwatch-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "modelwatch-mcp@0.1.3"
      ],
      "env": {
        "MODELWATCH_API_KEY": "<YOUR_MODELWATCH_API_KEY>",
        "MODELWATCH_API_BASE": "<YOUR_MODELWATCH_API_BASE>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "modelwatch-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "modelwatch-mcp@0.1.3"
      ],
      "env": {
        "MODELWATCH_API_KEY": "<YOUR_MODELWATCH_API_KEY>",
        "MODELWATCH_API_BASE": "<YOUR_MODELWATCH_API_BASE>"
      }
    }
  }
}

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