Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.

{
  "mcpServers": {
    "spark-sql": {
      "command": "uvx",
      "args": [
        "spark-sql-mcp-server"
      ]
    }
  }
}