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mendrift-mcp

PyPIInfrastructure

PulseGate's liveness check found it on 14 Sep 2026; it is registered on GitHub and PyPI and has been in the index since 20 Jul 2026. How this is checked

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.

Inferred · not functionally tested

Open SourceMITCLIAPI
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Overview

4 features

Purpose: Detecting and autonomously responding to machine learning model drift and MLOps incidents.

Inferred · not functionally tested

Audience: mlops engineers

Inferred · not functionally tested

Functions: agents, monitoring, data_extraction

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: unknown

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli, api_only

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org · github.com. These links do not verify the individual claims.

mendrift-mcp is a Frameworks & runtimes project. Inferred · not functionally tested: It focuses on detecting and autonomously responding to machine learning model drift and MLOps incidents. Inferred · not functionally tested: It is built as an open-source project for mlops engineers. Basis unknown · not verified: The project is open source (MIT). Basis unknown · not verified: 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. Inferred · not functionally tested: Key capabilities include Drift Detection, Incident Response, and MCP Server. Inferred · not functionally tested: Catalogued interfaces include an MCP server.

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

Tasks: Inferred · not functionally tested

  • Drift Detection
  • Incident Response
  • MCP Server
  • MLflow Integration

Topics: Inferred · not functionally tested

Tags
mlops-agentdrift-detectionincident-responsemcp-server
AI capabilities
Text
Inference: Hybrid

JSON profile · Text profile · Access guide

Built with & integrations

AI providers
anthropicmultiple
Connectors
MCP
Runs on
CLIAPI-only

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceFree tierGitHubActive maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed20 Jul · 02:06 UTC
    mendrift-mcp seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open

Frequently asked questions about mendrift-mcp

What does mendrift-mcp do?
Inferred · not functionally tested: Mendrift-mcp focuses on detecting and autonomously responding to machine learning model drift and MLOps incidents. It is catalogued under Frameworks & runtimes on PulseGate.
Who is mendrift-mcp for?
Inferred · not functionally tested: mendrift-mcp is an open-source project built for mlops engineers.
Is mendrift-mcp free?
Basis unknown · not verified: Yes — mendrift-mcp is open source under the MIT license and free to use.
What platforms does mendrift-mcp run on?
Basis unknown · not verified: mendrift-mcp runs on the command line and API.
Is mendrift-mcp still maintained?
PulseGate's liveness check found it on 14 Sep 2026. Its GitHub repository shows 27 commits in the last 90 days.
What are alternatives to mendrift-mcp?
Similar projects tracked by PulseGate include cloudrift-mcp, mcp-placard, and mcp-rig.cloudrift-mcpmcp-placardmcp-rig
Who makes mendrift-mcp?
mendrift-mcp is developed by Suneel.
How long has mendrift-mcp been around?
mendrift-mcp first shipped in 2026.

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