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Mendrift MCP server

suneel190700/mendrift

MCP server for ML drift detection, MLflow registry diffing, and HMAC-gated model rollback

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Install Mendrift in Claude Code

Claude Code
claude mcp add mendrift -- uvx mendrift-mcp
mcp.json (Claude Desktop, Cursor, VS Code, Windsurf)
{
  "mcpServers": {
    "mendrift": {
      "command": "uvx",
      "args": [
        "mendrift-mcp"
      ]
    }
  }
}

Frequently asked questions

What does the Mendrift MCP server do?

MCP server for ML drift detection, MLflow registry diffing, and HMAC-gated model rollback

Is the Mendrift MCP server free?

Yes, most likely. Open source and no paid account or API key is mentioned in the listing. Check the provider for current pricing.

Does Mendrift run locally or remotely?

Local. Runs on your machine (stdio). You install it with npx, uvx, Docker or from source.

How do I add Mendrift to Claude Code?

Run: claude mcp add mendrift -- uvx mendrift-mcp

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