What is the key difference between Kafka Schema Reg Mcp and Mcp Databricks Server?

Kafka Schema Reg Mcp belongs to the Data Platforms category with cloud HTTP/SSE execution, while Mcp Databricks Server belongs to the Data Platforms category with local stdio execution.

How do I install Kafka Schema Reg 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 Kafka Schema Reg Mcp and Mcp Databricks Server free or paid?

Kafka Schema Reg Mcp operates under a Free / Open Source model (OAuth 2.0). Mcp Databricks Server operates under a BYOK (Pay Provider Direct) model (API Key required).

Which MCP server has more tools and community activity?

Kafka Schema Reg Mcp lists 6 tools with 3 views and 32 GitHub stars. Mcp Databricks Server lists 4 tools with 2 views and 50 GitHub stars.

Can I use both Kafka Schema Reg 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.

How do I install Kafka Schema Reg Mcp or Mcp Databricks Server in Claude Desktop, Cursor, or Windsurf?

Both servers follow the standard Model Context Protocol configuration format. Simply copy the JSON block from the configuration section above and paste it into your AI client's mcpServers configuration object (for instance in claude_desktop_config.json or ~/.cursor/mcp.json ), then completely restart or refresh the application.

Are Kafka Schema Reg Mcp and Mcp Databricks Server free to use, or do they require API keys?

Kafka Schema Reg Mcp is listed under a Free / Open Source model with OAuth 2.0 . Mcp Databricks Server operates under a BYOK (Pay Provider Direct) model with API Key required . If environment variables are required (such as API keys), be sure to define them under the env key in your MCP client's configuration file.

Can I run both Kafka Schema Reg Mcp and Mcp Databricks Server at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both aywengo-kafka-schema-reg-mcp and jordinei-mcp-databricks-server as distinct keys inside the single mcpServers object in your configuration file. Your AI assistant will automatically select and call the appropriate tool from either server during chat sessions.

Which MCP server has higher directory engagement and quality ratings?

On AllMCPs, Kafka Schema Reg Mcp has a Quality Score of 57 /100 ( Good ) with 3 views, 0 installs, and 32 GitHub stars. Mcp Databricks Server holds a Quality Score of 43 /100 ( Fair ) with 2 views, 0 installs, and 50 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Kafka Schema Reg Mcp vs Mcp Databricks Server

In-depth architectural comparison of the Kafka Schema Reg 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

Kafka Schema Reg Mcp

Data Platforms · Remote HTTP/SSE

Quality: 57/100 (Good) | Auth: OAuth 2.0

Mcp Databricks Server

Data Platforms · Local stdio

Quality: 43/100 (Fair) | Auth: API Key required

Verdict Summary: Choose Kafka Schema Reg Mcp if you need specialized Data Platforms tools running via a hosted cloud SSE transport. 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 Kafka Schema Reg Mcp when:

You need dedicated capabilities in the Data Platforms domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: OAuth 2.0 (Free / Open Source).
You have access to required keys: SCHEMA_REGISTRY_URL, SLIM_MODE.
Primary tools included: ping, register_schema, check_compatibility.

Explore Kafka Schema Reg 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 (BYOK (Pay Provider Direct)).
You have access to required keys: DATABRICKS_HOST, DATABRICKS_TOKEN, DATABRICKS_HTTP_PATH.
Primary tools included: .

Feature & Specification Comparison

Specification	Kafka Schema Reg Mcp aywengo Data Platforms	Mcp Databricks Server JordiNei Data Platforms
Summary	Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features.	Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.
Category & Scope	Data Platforms

Tools & Capabilities Breakdown

Kafka Schema Reg Mcp Tools (6)

ping

Server health check

register_schema

check_compatibility

Schema compatibility checking

create_context

Create new contexts

export_schema

Export single schema

export_subject

Export all subject versions

Mcp Databricks Server Tools (4)

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).

Kafka Schema Reg Mcp Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "aywengo-kafka-schema-reg-mcp": {
      "url": "https://mseep.ai/badge.svg)](https://mseep.ai/app/aywengo-kafka-schema-reg-mcp"
    }
  }
}

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

Kafka Schema Reg Mcp is categorized under Data Platforms and uses a remote streaming HTTP/SSE transport. In contrast, Mcp Databricks Server belongs to Data Platforms using local stdio subprocess. Select Kafka Schema Reg Mcp when you need capabilities focused on data platforms and Mcp Databricks Server when you require tools for data platforms.

More alternatives to Kafka Schema Reg Mcp More alternatives to Mcp Databricks Server Data Platforms category hub