What is the key difference between Airflow MCP Server and Fiftyone MCP Server?

Airflow MCP Server belongs to the Data Platforms category with local stdio execution, while Fiftyone MCP Server belongs to the Data Platforms category with local stdio execution.

How do I install Airflow MCP Server or Fiftyone MCP Server in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Airflow MCP Server and Fiftyone MCP Server free or paid?

Airflow MCP Server operates under a Free / Open Source model (other). Fiftyone MCP Server operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Airflow MCP Server lists 7 tools with 3 views and 2 GitHub stars. Fiftyone MCP Server lists 3 tools with 2 views and 24 GitHub stars.

Can I use both Airflow MCP Server and Fiftyone MCP Server together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Airflow MCP Server vs Fiftyone MCP Server

In-depth architectural comparison of the Airflow MCP Server 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.

At a Glance & Executive Verdict

Airflow MCP Server

Data Platforms · Local stdio

Quality: 60/100 (Good) | Auth: other

Fiftyone MCP Server

Data Platforms · Local stdio

Quality: 55/100 (Good) | Auth: No auth required

Verdict Summary: Choose Airflow MCP Server if you need specialized Data Platforms tools running via a local process. Choose Fiftyone MCP Server if your workspace requires Data Platforms integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Airflow MCP Server 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_API_URL, AIRFLOW_USERNAME, AIRFLOW_PASSWORD, AIRFLOW_ALLOW_WRITE, AIRFLOW_TOOLS, AIRFLOW_DISABLE.
Primary tools included: airflow-list-dags, airflow-list-runs, airflow-get-task-instances.

Explore Airflow MCP Server 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.

Feature & Specification Comparison

Specification	Airflow MCP Server us-all Data Platforms	Fiftyone MCP Server Data Platforms
Summary	Airflow REST API — 7 tools (DAG list, runs, task instances, log tails, trigger, clear). dag-health-rollup aggregation. Airflow 3.x /api/v2 + JWT (SimpleAuthManager); pin 0.1.x for Airflow 2.x. Read-only by default; trigger/clear write-gated.	Control FiftyOne computer vision datasets through AI assistants using 80+ operators.
Category & Scope	Data Platforms

Tools & Capabilities Breakdown

Airflow MCP Server Tools (7)

airflow-list-dags

List active DAGs with tag/search filters

airflow-list-runs

Recent runs of one DAG (state filter, ordered newest first)

airflow-get-task-instances

Task instances for a specific DAG run

airflow-get-task-logs

Tail (last N kB) of one task instance log

airflow-trigger-dag

Trigger a new run (write-gated)

airflow-clear-task

Clear specific task instances → re-run (write-gated)

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).

Airflow MCP Server Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "us-all-airflow-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@us-all/airflow-mcp"
      ],
      "env": {
        "AIRFLOW_API_URL": "YOUR_AIRFLOW_API_URL_HERE",
        "AIRFLOW_USERNAME": "YOUR_AIRFLOW_USERNAME_HERE",
        "AIRFLOW_PASSWORD": "YOUR_AIRFLOW_PASSWORD_HERE",
        "AIRFLOW_ALLOW_WRITE": "YOUR_AIRFLOW_ALLOW_WRITE_HERE",
        "AIRFLOW_TOOLS": "YOUR_AIRFLOW_TOOLS_HERE",
        "AIRFLOW_DISABLE": "YOUR_AIRFLOW_DISABLE_HERE"
      }
    }
  }
}

Fiftyone MCP Server Configuration

mcpServers (Claude Desktop / Cursor)

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

Frequently Asked Questions

Airflow MCP Server is categorized under Data Platforms and uses a local stdio subprocess. In contrast, Fiftyone MCP Server belongs to Data Platforms using local stdio subprocess. Select Airflow MCP Server when you need capabilities focused on data platforms and Fiftyone MCP Server when you require tools for data platforms.

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