Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates.
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npx -y modelwatch-mcp{
"MODELWATCH_API_KEY": "YOUR_SECRET_VALUE",
"MODELWATCH_API_BASE": "https://api.modelwatch.app"
}Add this server entry to the mcpServers object in your Claude Desktop config, then restart the app.
{
"mcpServers": {
"io-github-bch1212-modelwatch": {
"command": "npx",
"args": [
"-y",
"modelwatch-mcp"
],
"env": {
"MODELWATCH_API_KEY": "YOUR_SECRET_VALUE",
"MODELWATCH_API_BASE": "https://api.modelwatch.app"
}
}
}
}~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.jsonNo remote HTTP endpoint is advertised. Use the package or stdio setup shown in Install.
modelwatch is an MCP server for Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates.. It supports STDIO transport.
Use the generated config in Install. This server runs with npx -y modelwatch-mcp; add any required environment variables before starting your client.
Choose the Claude Desktop tab in Install and copy the config for npx -y modelwatch-mcp. Add required environment variables before starting Claude Desktop.
Choose the Claude Code tab in Install and copy the config for npx -y modelwatch-mcp. Add required environment variables before starting Claude Code.
Choose the Codex tab in Install and copy the config for npx -y modelwatch-mcp. Add required environment variables before starting Codex.
Choose the Cursor or VS Code tab in Install and copy the config for npx -y modelwatch-mcp. Add required environment variables before starting Cursor or VS Code.
modelwatch uses STDIO transport. Use the package or command config in Install.
modelwatch inventory is listed when the MCP endpoint exposes tools, resources, or prompts. Some servers require auth first.
modelwatch is marked with Auth required by registry metadata auth. You may need provider login, an API key, a bearer token, or a session header.
| Package | Registry | Version | Inputs |
|---|---|---|---|
modelwatch-mcpstdio | npm | 0.1.1 | Env: MODELWATCH_API_KEY required secret Env: MODELWATCH_API_BASE |