modelwatch

latest · 0.1.1

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

MCP registry
io.github.bch1212/modelwatch

Install

Needs an env var: MODELWATCH_API_KEY — replace the <placeholders> with your values.

claude mcp add io-github-bch1212-modelwatch --env MODELWATCH_API_KEY=<MODELWATCH_API_KEY> -- npx modelwatch-mcp

/mcp confirms it's connected.

Install

Or add it manually in ~/.cursor/mcp.json:

{
  "mcpServers": {
    "io-github-bch1212-modelwatch": {
      "command": "npx",
      "args": [
        "modelwatch-mcp"
      ],
      "env": {
        "MODELWATCH_API_KEY": "<MODELWATCH_API_KEY>"
      }
    }
  }
}

In claude_desktop_config.json (Settings → Developer → Edit Config), then restart:

{
  "mcpServers": {
    "io-github-bch1212-modelwatch": {
      "command": "npx",
      "args": [
        "modelwatch-mcp"
      ],
      "env": {
        "MODELWATCH_API_KEY": "<MODELWATCH_API_KEY>"
      }
    }
  }
}

Config entry, any MCP client:

{
  "command": "npx",
  "args": [
    "modelwatch-mcp"
  ],
  "env": {
    "MODELWATCH_API_KEY": "<MODELWATCH_API_KEY>"
  }
}

Community score

Community32/ 100

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  • Web signals (ecosystem baseline)32/100 · 100% of the weight
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Ecosystem baseline32/ 100

Objective public usage & activity (formula v3) — the community score's web-signals input, and its own sort.

GitHub stars · 1 month ago
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Last commit · 13 days ago
1 day ago
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Version history1
  • 0.1.1release date unknown
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Details
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Status
listed
Source
Imported from the MCP registry
Repository
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Homepage
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