L. C. Hsieh created SPARK-56698:
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             Summary: Add Spark MCP (Model Context Protocol) server
                 Key: SPARK-56698
                 URL: https://issues.apache.org/jira/browse/SPARK-56698
             Project: Spark
          Issue Type: Improvement
          Components: PySpark
    Affects Versions: 4.2.0
            Reporter: L. C. Hsieh


Adds an Apache Spark MCP server that acts as a thin client over Spark Connect, 
exposing Spark capabilities as MCP tools for LLM consumption. Catalog browsing, 
SQL execution, and query plan tools are read-only by default.



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