MCP-Airflow-API: Control Apache Airflow with natural language via MCP

by call518 · MCP Server · ★ 54

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install MCP-Airflow-API

git clone https://github.com/call518/MCP-Airflow-API.git
uvx --python 3.12 mcp-airflow-api

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 74/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentic-aiai-agentsairflow-apiapache-airflowautomationclaudedag-managementdevopsdockergenerative-ai

Quick Facts

Stars54
Forks13
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score74/100
Last Updated2026-11-02
Created2025-08-11
Platformsclaude-code, docker, mcp, python
Est. Tokens~21k

About MCP-Airflow-API

🚀 MCP-Airflow-API Revolutionary Open Source Tool for Managing Apache Airflow with Natural Language Architecture & Internal (DeepWiki) 📋 Overview Have you ever wondered how amazing it would be if you could manage your Apache Airflow workflows using natural language instead of complex REST API calls or web interface manipulations? MCP-Airflow-API is the revolutionary open-source project that...

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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