#spark

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free [CData MCP Server for Apache Spark (beta)](https://www.cdata.com/download/download.aspx?sku=ESZK-V&type=beta).

TeamSpark AI Workbench is a powerful desktop and command line client application designed for building intelligent AI agents that can solve complex problems using various AI models from providers like Anthropic, OpenAI, Google, AWS Bedrock, and Ollama.

Sail is an open-source computation framework that serves as a drop-in replacement for Apache Spark (SQL and DataFrame API) in both single-host and distributed settings. The built-in MCP server in Sail exposes tools for LLM agents to register datasets and execute Spark SQL queries.

Execute SQL queries and manage databases seamlessly with Timeplus. Leverage powerful tools to interact with your data, Kafka topics, and Iceberg tables efficiently. Enhance your data workflows with a user-friendly interface and robust backend capabilities.