ModelWatch
MCP server for continuous behavioral drift monitoring of LLM applications, enabling spec creation, drift checking, an...
What it does
MCP server for continuous behavioral drift monitoring of LLM applications, enabling spec creation, drift checking, and report retrieval.
ModelWatch is a continuous LLM monitoring service that detects behavioral drift — catching silent model updates from providers like OpenAI and Anthropic. Its MCP server lets AI agents create behavioral specs, trigger drift checks, and pull monitoring reports. The platform runs user-defined specs against configured LLM endpoints on a schedule, returning structured results for evaluation.
Capabilities
Server
Quality
deterministic score 0.55 from registry signals: · indexed on pulsemcp · has source repo · registry-generated description present