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Mendrift MCP Server

Developer ToolsModerate7.8MCP RegistryLocal
Free

Server data from the Official MCP Registry

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

About

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

Security Report

7.8
Moderate7.8Low Risk

Mendrift-MCP is a well-architected MLOps incident response server with strong security fundamentals. The approval gate is cryptographically enforced via HMAC tokens that are never exposed over MCP, preventing unauthorized rollbacks even under prompt injection. Code quality is high with proper error handling, input validation, and a comprehensive test suite. Permissions are appropriately scoped to the server's purpose (read tools, gated writes, incident creation). Minor findings around logging practices and environment variable handling do not materially impact the security posture. Package verification found 1 issue.

8 files analyzed · 6 issues found

Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.

Permissions Required

This plugin requests these system permissions. Most are normal for its category.

env_vars

Check that this permission is expected for this type of plugin.

HTTP Network Access

Connects to external APIs or services over the internet.

File System Read

Reads files on your machine. Normal for tools that analyze or process local data.

File System Write

Writes or modifies files on your machine. Check that this is expected for the tool.

How to Install

Add this to your MCP configuration file:

{
  "mcpServers": {
    "io-github-suneel190700-mendrift-mcp": {
      "args": [
        "mendrift-mcp"
      ],
      "command": "uvx"
    }
  }
}

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