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

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

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

MCP Databricks Server operates under a BYOK (Pay Provider Direct) model (API Key required). Airflow MCP Server operates under a Free / Open Source model (API Key required).

Which MCP server has more tools and community activity?

MCP Databricks Server lists 4 tools with 3 views and 50 GitHub stars. Airflow MCP Server lists 7 tools with 3 views and 2 GitHub stars.

Can I use both MCP Databricks Server and Airflow 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

MCP Databricks Server vs Airflow MCP Server

In-depth architectural comparison of the MCP Databricks Server and Airflow 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

MCP Databricks Server

Data Platforms · Local stdio

Quality: 40/100 (Fair) | Auth: API Key required

Airflow MCP Server

Data Platforms · Local stdio

Quality: 56/100 (Good) | Auth: API Key required

Verdict Summary: Choose MCP Databricks Server if you need specialized Data Platforms tools running via a local process. Choose Airflow 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 MCP Databricks Server when:

You need dedicated capabilities in the Data Platforms domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
You have access to required keys: DATABRICKS_HOST, DATABRICKS_TOKEN, DATABRICKS_HTTP_PATH.
Primary tools included: Execute SQL queries on Databricks SQL warehouses, List all jobs in the Databricks workspace, Fetch status of a specific job by ID.

Explore MCP Databricks Server Details

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: API Key required (Free / Open Source).
You have access to required keys: AIRFLOW_API_URL, AIRFLOW_USERNAME, AIRFLOW_PASSWORD, AIRFLOW_ALLOW_WRITE, AIRFLOW_TOOLS, AIRFLOW_DISABLE, MCP_TRANSPORT.

Feature & Specification Comparison

Specification	MCP Databricks Server JordiNei Data Platforms	Airflow MCP Server us-all Data Platforms
Summary	Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.	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.
Category & Scope

Tools & Capabilities Breakdown

MCP Databricks Server Tools (4)

Execute SQL queries on Databricks SQL warehouses

List all jobs in the Databricks workspace

Fetch status of a specific job by ID

Retrieve detailed job information

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)

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 Databricks Server Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "jordinei-mcp-databricks-server": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/inspector"
      ],
      "env": {
        "DATABRICKS_HOST": "YOUR_DATABRICKS_HOST_HERE",
        "DATABRICKS_TOKEN": "YOUR_DATABRICKS_TOKEN_HERE",
        "DATABRICKS_HTTP_PATH": "YOUR_DATABRICKS_HTTP_PATH_HERE"
      }
    }
  }
}

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",
        "MCP_TRANSPORT": "YOUR_MCP_TRANSPORT_HERE"
      }
    }
  }
}

Frequently Asked Questions

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

More alternatives to MCP Databricks Server More alternatives to Airflow MCP Server Data Platforms category hub