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

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

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

MCP Databricks Server operates under a Free / Open Source model (API Key required). Metabase MCP operates under a Free / Open Source model (API Key required).

Which MCP server has more tools and community activity?

MCP Databricks Server lists 5 tools with 3 views and 50 GitHub stars. Metabase MCP lists 6 tools with 4 views and 5 GitHub stars.

Can I use both MCP Databricks Server and Metabase 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 Databricks Server vs Metabase MCP

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

Data Platforms · Local stdio

Quality: 35/100 (Fair) | Auth: API Key required

Metabase MCP

Data Platforms · Local stdio

Quality: 55/100 (Good) | Auth: API Key required

Verdict Summary: Choose MCP Databricks Server if you need specialized Data Platforms tools running via a local process. Choose Metabase MCP 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 (Free / Open Source).
You have access to required keys: DATABRICKS_HOST, DATABRICKS_TOKEN, DATABRICKS_HTTP_PATH.
Primary tools included: Execute SQL on Databricks SQL warehouses, List workspace jobs, Retrieve job status by ID.

Explore MCP Databricks Server Details

Choose Metabase MCP 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: METABASE_URL, METABASE_API_KEY.

Feature & Specification Comparison

Specification	MCP Databricks Server JordiNei Data Platforms	Metabase MCP 1luvc0d3 Data Platforms
Summary	Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.	MCP server connecting Claude to Metabase with 28 tools for natural language data analysis, dashboard management, SQL queries, and automated insights. Features SQL guardrails, rate limiting, and audit logging.
Category & Scope	Data Platforms

Tools & Capabilities Breakdown

MCP Databricks Server Tools (5)

Execute SQL on Databricks SQL warehouses

List workspace jobs

Retrieve job status by ID

Retrieve detailed job information

Configure access with environment variables

Metabase MCP Tools (6)

Metabase API-key authentication

Read, write, and full server modes

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",
        "jordinei-mcp-databricks-server"
      ],
      "env": {
        "DATABRICKS_HOST": "YOUR_DATABRICKS_HOST_HERE",
        "DATABRICKS_TOKEN": "YOUR_DATABRICKS_TOKEN_HERE",
        "DATABRICKS_HTTP_PATH": "YOUR_DATABRICKS_HTTP_PATH_HERE"
      }
    }
  }
}

Metabase MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "1luvc0d3-metabase-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@ai-1luvc0d3/metabase-mcp"
      ],
      "env": {
        "METABASE_URL": "YOUR_METABASE_URL_HERE",
        "METABASE_API_KEY": "YOUR_METABASE_API_KEY_HERE"
      }
    }
  }
}

Frequently Asked Questions

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

More alternatives to MCP Databricks Server More alternatives to Metabase MCP Data Platforms category hub Canonical compare URL