Modelwatch MCP Server

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

Local serverstdio

What is the Modelwatch MCP Server?

Modelwatch is an MCP integration. Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates.

Packages and local setup

The published npm package is modelwatch-mcp, version 0.1.3. Its declared MCP transport is stdio.

The package declares MODELWATCH_API_KEY (required): 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..

Before connecting

Check the maintainer’s instructions for account access, authentication and the supported client configuration. Once connected, inspect the tools your client receives and try a small task that matches the server’s stated purpose. The registry description does not include a verified, complete tool list.

Project and source

View the publisher’s registry entry · Project repository · Project website. This profile uses version 0.1.3 from the registry. Registration identifies the publisher namespace; it does not establish that this is a first-party integration for every service it connects.

Browse related developer tools MCP servers for tools that cover the same kind of work.

Configuration

VariableDescriptionRequired
MODELWATCH_API_KEYAPI key from https://modelwatch.app (free tier: 5 specs, 500 runs/mo).Yes
MODELWATCH_API_BASEOverride the API base URL for self-hosted deployments.Optional