MCP Airflow vs Fiftyone MCP Server

In-depth architectural comparison of the MCP Airflow and Fiftyone MCP Server MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

Choose MCP Airflow when:

• You need dedicated capabilities in the Data Platforms domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: other (Free / Open Source).
• You have access to required keys: AIRFLOW_BASE_URL, AIRFLOW_USERNAME, AIRFLOW_PASSWORD.
• Primary tools included: list_dags, get_dag_runs_today, get_dag_run_status.

Explore MCP Airflow Details

Choose Fiftyone MCP Server when:

• You need dedicated capabilities in the Data Platforms domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: SDK, APP, SESSION.

Explore Fiftyone MCP Server Details

Feature & Specification Comparison

Specification	MCP Airflow antonio-mello-ai Data Platforms	Fiftyone MCP Server Data Platforms
Summary	Manage Apache Airflow through its REST API — list DAGs, inspect DAG runs and task instances, trigger runs, and check failed-DAG and scheduler/metadatabase health. 7 tools, built with FastMCP. Install: uvx mcp-airflow.	Control FiftyOne computer vision datasets through AI assistants using 80+ operators.
Category & Scope	Data Platforms

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "antonio-mello-ai-mcp-airflow": {
      "command": "uvx",
      "args": [
        "mcp-airflow"
      ],
      "env": {
        "AIRFLOW_BASE_URL": "YOUR_AIRFLOW_BASE_URL_HERE",
        "AIRFLOW_USERNAME": "YOUR_AIRFLOW_USERNAME_HERE",
        "AIRFLOW_PASSWORD": "YOUR_AIRFLOW_PASSWORD_HERE"
      }
    }
  }
}

{
  "mcpServers": {
    "fiftyone-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/inspector"
      ]
    }
  }
}

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