What is the key difference between MCP Server Apache Airflow and Scriptflow MCP?

MCP Server Apache Airflow belongs to the Developer Tools category with local stdio execution, while Scriptflow MCP belongs to the Developer Tools category with local stdio execution.

How do I install MCP Server Apache Airflow or Scriptflow MCP 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 MCP Server Apache Airflow and Scriptflow MCP free or paid?

MCP Server Apache Airflow operates under a Free / Open Source model (API Key required). Scriptflow MCP operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

MCP Server Apache Airflow lists 6 tools with 3 views and 174 GitHub stars. Scriptflow MCP lists 6 tools with 2 views and 8 GitHub stars.

Can I use both MCP Server Apache Airflow and Scriptflow MCP 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

MCP Server Apache Airflow vs Scriptflow MCP

In-depth architectural comparison of the MCP Server Apache Airflow and Scriptflow MCP 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

MCP Server Apache Airflow

Developer Tools · Local stdio

Quality: 41/100 (Fair) | Auth: API Key required

Scriptflow MCP

Developer Tools · Local stdio

Quality: 59/100 (Good) | Auth: No auth required

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

Which MCP Server Should You Choose?

Choose MCP Server Apache Airflow when:

You need dedicated capabilities in the Developer Tools domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
You have access to required keys: AIRFLOW_BASE_URL, AIRFLOW_USERNAME, AIRFLOW_PASSWORD, AIRFLOW_API_TOKEN.
Primary tools included: Full DAG lifecycle management, DAG run creation and control, Task instance retrieval and state updates.

Explore MCP Server Apache Airflow Details

Choose Scriptflow MCP when:

You need dedicated capabilities in the Developer Tools domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
You have access to required keys: SCRIPTFLOW_SCRIPTS_DIR, SCRIPTFLOW_TIMEOUT.

Feature & Specification Comparison

Specification	MCP Server Apache Airflow yangkyeongmo@ Developer Tools	Scriptflow MCP yanmxa Developer Tools
Summary	MCP server that connects to Apache Airflow using official client.	A script workflow management system that transforms complex, repetitive AI interactions into persistent, executable scripts. Supports multi-language execution (Bash, Python, Node.js, TypeScript) with guaranteed consistency and reduced hallucination risks.
Category & Scope

Tools & Capabilities Breakdown

MCP Server Apache Airflow Tools (6)

Full DAG lifecycle management

DAG run creation and control

Task instance retrieval and state updates

Access to task logs and tries

Variable listing and creation

Uses official Apache Airflow client for API compatibility

Scriptflow MCP Tools (6)

script_add

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).

MCP Server Apache Airflow Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "yangkyeongmo-mcp-server-apache-airflow": {
      "command": "npx",
      "args": [
        "-y",
        "@smithery/cli"
      ],
      "env": {
        "AIRFLOW_BASE_URL": "YOUR_AIRFLOW_BASE_URL_HERE",
        "AIRFLOW_USERNAME": "YOUR_AIRFLOW_USERNAME_HERE",
        "AIRFLOW_PASSWORD": "YOUR_AIRFLOW_PASSWORD_HERE",
        "AIRFLOW_API_TOKEN": "YOUR_AIRFLOW_API_TOKEN_HERE"
      }
    }
  }
}

Scriptflow MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "yanmxa-scriptflow-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/inspector"
      ],
      "env": {
        "SCRIPTFLOW_SCRIPTS_DIR": "YOUR_SCRIPTFLOW_SCRIPTS_DIR_HERE",
        "SCRIPTFLOW_TIMEOUT": "YOUR_SCRIPTFLOW_TIMEOUT_HERE"
      }
    }
  }
}

Frequently Asked Questions

MCP Server Apache Airflow is categorized under Developer Tools and uses a local stdio subprocess. In contrast, Scriptflow MCP belongs to Developer Tools using local stdio subprocess. Select MCP Server Apache Airflow when you need capabilities focused on developer tools and Scriptflow MCP when you require tools for developer tools.

More alternatives to MCP Server Apache Airflow More alternatives to Scriptflow MCP Developer Tools category hub