# mendrift-mcp

> mendrift-mcp — suneel190700-mendrift. Use this tool when you need to detect and respond to concept drift in machine learning models, analyze deployment history, and execute human-approved rollbacks. It solves problems related to autonomous MLOps incident response, providing a gated tool for reliable model management. The tool accepts model performance data as input and outputs actionable insights and rollback recommendations via its MCP server interface.

Canonical page: https://skillsregistry.net/skills/suneel190700-mendrift  
JSON: https://api.skillsregistry.net/v1/skills/suneel190700-mendrift

## Description

MCP server for autonomous MLOps incident response, enabling drift detection, deployment history analysis, and human-approved rollback execution via gated tools.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/vnx1s2owr0)
- **Repository:** <https://github.com/suneel190700/Mendrift>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "suneel190700-mendrift"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/suneel190700-mendrift` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/suneel190700-mendrift/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt