Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates.
Modelwatch is an MCP integration. Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates.
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..
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.
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.
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| Variable | Description | Required |
|---|---|---|
| MODELWATCH_API_KEY | API key from https://modelwatch.app (free tier: 5 specs, 500 runs/mo). | Yes |
| MODELWATCH_API_BASE | Override the API base URL for self-hosted deployments. | Optional |
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