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TL;DR

Modelwatch is a Model Context Protocol (MCP) server. Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates. Install with: npx -y modelwatch-mcp. Source: https://github.com/bch1212/modelwatch. It speaks the Model Context Protocol and works with any compatible client (Claude, Cursor, Cline, Windsurf, Warp and more).

Modelwatch

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

Install Command

npx -y modelwatch-mcp

GitHub Repository

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Frequently Asked Questions

Modelwatch is a Model Context Protocol server that Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates.

You can install it by running the install command: `npx -y modelwatch-mcp`. It then becomes available to any MCP-compatible client such as Claude, Cursor, Cline, Windsurf.

The Modelwatch MCP Server is compatible with any client that speaks the Model Context Protocol — including Claude, Cursor, Cline, Windsurf.

Check the project license on its repository before use.

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Details

Agent Rank
0.0
License
Last Updated
Aug 12, 2026
Languages
TypeScript

Client Compatibility

Speaks the Model Context Protocol — works with any compatible client.

ClaudeCursorClineWindsurf