Who is mendrift-mcp for?

mendrift-mcp is an open-source project built for mlops engineers.

Is mendrift-mcp free?

Yes — mendrift-mcp is open source under the MIT license and free to use.

What platforms does mendrift-mcp run on?

mendrift-mcp runs on the command line and API.

Is mendrift-mcp still maintained?

The GitHub repository shows 27 commits in the last 90 days.

Who makes mendrift-mcp?

mendrift-mcp is developed by Suneel.

How long has mendrift-mcp been around?

mendrift-mcp first shipped in 2026.

Is mendrift-mcp open source?

Yes — mendrift-mcp is open source under the MIT license, developed on GitHub.

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mendrift-mcp

Name: mendrift-mcp
Author: Suneel

PyPIInfrastructure

mendrift-mcp combines an autonomous LLM-powered agent for MLOps incident response with an MCP server. It focuses on drift detection and integrates with tools like Evidently and MLflow. The package helps machine learning operations teams automatically identify, diagnose, and respond to model performance issues in production environments.

Open SourceMITCLIAPI

Visit PyPI

Overview

4 features

mendrift-mcp is an AI & ML project. It focuses on detecting and autonomously responding to machine learning model drift and MLOps incidents. It is built as an open-source project for mlops engineers. The project is open source (MIT). It ships for the command line and API.

It is developed by Suneel, and it first shipped in 2026. Development happens publicly on GitHub with 27 commits in the last 90 days. Key capabilities include Drift Detection, Incident Response, and MCP Server. It exposes integrations via an MCP server.

Summary written by a language model from the project’s public pages.

Drift Detection
Incident Response
MCP Server
MLflow Integration

Built with & integrations

AI providers

anthropicmultiple

Connectors

MCP

Runs on

CLIAPI-only

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierGitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed20 Jul · 02:06 UTC
mendrift-mcp verified against its public source
Source: PulseGate · Open

Frequently asked questions about mendrift-mcp

What does mendrift-mcp do?: Mendrift-mcp focuses on detecting and autonomously responding to machine learning model drift and MLOps incidents. It is catalogued under AI & ML on PulseGate.
Who is mendrift-mcp for?: mendrift-mcp is an open-source project built for mlops engineers.
Is mendrift-mcp free?: Yes — mendrift-mcp is open source under the MIT license and free to use.
What platforms does mendrift-mcp run on?: mendrift-mcp runs on the command line and API.
Is mendrift-mcp still maintained?: The GitHub repository shows 27 commits in the last 90 days.
Who makes mendrift-mcp?: mendrift-mcp is developed by Suneel.
How long has mendrift-mcp been around?: mendrift-mcp first shipped in 2026.
Is mendrift-mcp open source?: Yes — mendrift-mcp is open source under the MIT license, developed on GitHub.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: MIT
First seen: 20 Jul 2026
Built for: mlops engineers
Model: Open source
Solves: Detecting and autonomously responding to machine learning model drift and MLOps incidents.

Registered as

GitHub: suneel190700/mendrift
PyPI: mendrift-mcp

Developer

Suneel

Solo developer

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 0
Last commit: 20 Jul 2026
Commits 90d: 27
Contributors: 1
Authorship: Solo
Default branch: main

Live coverage

Identity confidence: Low · 64
Indexed: 20 Jul 2026
Lifecycle: Unverified
First seen: Jul 2026
Last seen: 20 Jul 2026

Identity audit (12)

Slug: mendrift-mcp-pypi-org
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 20 Jul 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 20 Jul 2026
Canonical URL: https://pypi.org/project/mendrift-mcp

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