MCPLow riskUnclaimed

modelwatch

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

bch1212bch1212/modelwatchUpdated Oct 7, 2026

server.json

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json",
  "name": "io.github.bch1212/modelwatch",
  "description": "Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates.",
  "repository": {
    "url": "https://github.com/bch1212/modelwatch",
    "source": "github",
    "subfolder": "mcp-server"
  },
  "version": "0.1.3",
  "websiteUrl": "https://modelwatch.app",
  "packages": [
    {
      "registryType": "npm",
      "registryBaseUrl": "https://registry.npmjs.org",
      "identifier": "modelwatch-mcp",
      "version": "0.1.3",
      "transport": {
        "type": "stdio"
      },
      "environmentVariables": [
        {
          "description": "API key from https://modelwatch.app (free tier: 5 specs, 500 runs/mo).",
          "isRequired": true,
          "isSecret": true,
          "name": "MODELWATCH_API_KEY"
        },
        {
          "description": "Override the API base URL for self-hosted deployments.",
          "default": "https://api.modelwatch.app",
          "name": "MODELWATCH_API_BASE"
        }
      ]
    }
  ]
}

Permissions

DeclaredDetected
Runs code—node
Installs—npm:modelwatch-mcp@0.1.3
Runs install scripts—None
NetworkNoneNone
Needs credentialsMODELWATCH_API_KEYMODELWATCH_API_KEY
Outside the workspace—None
Agent tools—None

Checks

Low risk · Nothing worth a warning was found.

Not reviewed by a person · Checked by rules; the model review is not switched on yet.

Versions

  1. #20.1.3latestOct 7, 2026
  2. #10.1.2Oct 7, 2026