io.github.bch1212/modelwatch

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

needs env probed 2026-10-14

MCP error -32000: Connection closed
or: MODELWATCH_API_KEY has an invalid format; expected an mw_ workspace key.
    at file:///work/node_modules/modelwatch-mcp

Run it: npx -y modelwatch-mcp@0.1.3 (stdio, probed in a container with the network off)
Host: npmjs.com
Repository: https://github.com/bch1212/modelwatch
Website: https://modelwatch.app
Registry: active, updated 2026-10-07 · registry entry
Reachable: 0 of the last 1 probe

Badge and feed

[![mcpcost](https://mcpcost.ulehla.dev/badge/io.github.bch1212/modelwatch.svg)](https://mcpcost.ulehla.dev/s/io.github.bch1212/modelwatch)

An entry for every probe that changed the result, the tool count or the token cost: Atom feed. Add it to a feed reader or a Slack RSS app to hear when the server stops answering or its tool set grows.