Alkemi MCP vs MCP Databricks Server

In-depth architectural comparison of the Alkemi MCP 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.

Which MCP Server Should You Choose?

Choose Alkemi 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 (Freemium).
• You have access to required keys: BEARER_TOKEN.
• Primary tools included: Natural-language querying, Snowflake connectivity through Alkemi, Google BigQuery connectivity through Alkemi.

Explore Alkemi MCP 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	Alkemi MCP alkemiai Data Platforms	MCP Databricks Server JordiNei Data Platforms
Summary	MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai.	Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.
Category & Scope	Data Platforms

Tools & Capabilities Breakdown

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).

{
  "mcpServers": {
    "alkemiai-alkemi-mcp": {
      "command": "npx",
      "args": [
        "@alkemiai/alkemi-mcp"
      ],
      "env": {
        "BEARER_TOKEN": "YOUR_BEARER_TOKEN_HERE"
      }
    }
  }
}

{
  "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"
      }
    }
  }
}

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