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

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

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

Keboola MCP Server operates under a Free / Open Source model (OAuth 2.0). MCP Databricks Server operates under a Free / Open Source model (API Key required).

Which MCP server has more tools and community activity?

Keboola MCP Server lists 6 tools with 2 views and 86 GitHub stars. MCP Databricks Server lists 5 tools with 3 views and 50 GitHub stars.

Can I use both Keboola MCP Server and MCP Databricks 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

Keboola MCP Server vs MCP Databricks Server

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

Keboola MCP Server

Data Platforms · Local stdio

Quality: 55/100 (Good) | Auth: OAuth 2.0

MCP Databricks Server

Data Platforms · Local stdio

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

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

You need dedicated capabilities in the Data Platforms domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: OAuth 2.0 (Free / Open Source).
You have access to required keys: KBC_BRANCH_ID.
Primary tools included: Direct table queries and metadata management, Create, list, and inspect extractors, writers, and transformations, Run components and retrieve job execution details.

Explore Keboola MCP Server Details

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.

Feature & Specification Comparison

Specification	Keboola MCP Server keboola Data Platforms	MCP Databricks Server JordiNei Data Platforms
Summary	interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.	Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.
Category & Scope	Data Platforms

Tools & Capabilities Breakdown

Keboola MCP Server Tools (6)

Direct table queries and metadata management

Create, list, and inspect extractors, writers, and transformations

Run components and retrieve job execution details

Build and manage workflow pipelines with conditional flows

Create and deploy Keboola Streamlit Data Apps

Support for development branches scoped via headers

MCP Databricks Server Tools (5)

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).

Keboola MCP Server Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "keboola-keboola-mcp-server": {
      "command": "uvx",
      "args": [
        "keboola_mcp_server"
      ],
      "env": {
        "KBC_BRANCH_ID": "YOUR_KBC_BRANCH_ID_HERE"
      }
    }
  }
}

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"
      }
    }
  }
}

Frequently Asked Questions

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

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