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

Verilexdata MCP 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 Verilexdata MCP 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 Verilexdata MCP and MCP Databricks Server free or paid?

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

Which MCP server has more tools and community activity?

Verilexdata MCP lists 6 tools with 3 views and 1 GitHub stars. MCP Databricks Server lists 5 tools with 3 views and 50 GitHub stars.

Can I use both Verilexdata MCP 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

Verilexdata MCP vs MCP Databricks Server

In-depth architectural comparison of the Verilexdata 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.

At a Glance & Executive Verdict

Verilexdata MCP

Data Platforms · Local stdio

Quality: 47/100 (Fair) | Auth: API Key required

MCP Databricks Server

Data Platforms · Local stdio

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

Verdict Summary: Choose Verilexdata MCP 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 Verilexdata 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: VERILEX_API_URL, VERILEX_PAYMENT_TOKEN.
Primary tools included: Access 20 structured datasets, Use x402 USDC payments on Base, Call free statistics and sample endpoints.

Explore Verilexdata 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	Verilexdata MCP carrierone Data Platforms	MCP Databricks Server JordiNei Data Platforms
Summary	20 structured datasets (NPI healthcare, SEC filings, OFAC sanctions, crypto whales, Polymarket signals, patents, economic indicators) via x402 pay-per-query with USDC. Free stats/sample endpoints, MCP + HTTP transport.	Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.
Category & Scope

Tools & Capabilities Breakdown

Verilexdata MCP Tools (6)

Access 20 structured datasets

Use x402 USDC payments on Base

Call free statistics and sample endpoints

Poll supported datasets with since timestamps

Read data freshness response headers

Run through MCP or HTTP transport

MCP Databricks Server Tools (5)

Execute SQL on Databricks SQL warehouses

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).

Verilexdata MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "carrierone-verilexdata-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "github:carrierone/verilexdata-mcp"
      ],
      "env": {
        "VERILEX_API_URL": "YOUR_VERILEX_API_URL_HERE",
        "VERILEX_PAYMENT_TOKEN": "YOUR_VERILEX_PAYMENT_TOKEN_HERE"
      }
    }
  }
}

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"
      }
    }
  }
}

Frequently Asked Questions

Verilexdata MCP 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 Verilexdata MCP when you need capabilities focused on data platforms and MCP Databricks Server when you require tools for data platforms.

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