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Alternatives to flink-mcp-server

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    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables LLMs to read and analyze Spark History Server data, including jobs, stages, executors, and SQL executions, to diagnose failures and optimize performance.
      Apache 2.0
    • F
      license
      Not graded
      quality
      C
      maintenance
      Provides a read-only interface to Kubernetes clusters, enabling LLMs to list pods, get pod status and logs, fetch deployment manifests, and perform pod health analysis with resource trend tracking.
      -
    • F
      license
      Not graded
      quality
      Not graded
      maintenance
      Exposes Spark History Server metrics and metadata as tools for LLM-based analysis of Spark applications. It enables deep optimization of Spark jobs by providing access to job summaries, stage details, SQL execution plans, and executor performance.
      -
    • A
      license
      Not graded
      quality
      D
      maintenance
      Provides read-only monitoring of Apache Airflow DAGs, including listing active DAGs, fetching recent runs, and analyzing execution history and performance metrics.
      1
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables interaction with Apache Flink clusters via the SQL Gateway, allowing query execution, session management, and job control through MCP tools.
      8
      Apache 2.0
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI assistants to perform automated root-cause analysis of slow Apache Spark and Databricks jobs by listing applications, planning and running diagnoses, retrieving stage and SQL plan details, and listing diagnosis rules via read-only MCP tools.
      Apache 2.0