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  • Apache Airflow MCP Server

    madamak
    A
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    quality
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    maintenance
    Enables inspection and management of Apache Airflow DAGs, runs, and logs across multiple instances. It provides tools for monitoring workflows and performing gated write operations like triggering DAGs or clearing task instances.
    Last updated
    16
    2
    Apache 2.0

  • Apache Health MCP

    justinmclean
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    license
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    quality
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    maintenance
    An MCP server for querying and analyzing Apache Incubator podling health reports. It provides tools to list, search, and compare podling metrics across different time windows from Apache's health report Markdown files.
    Last updated
    9
    MIT

  • Apache Airflow MCP Server

    swesmith-repos
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    license
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    maintenance
    An MCP server that wraps the Apache Airflow REST API, enabling clients to manage DAGs, monitor task instances, and handle workflows through a standardized interface. It provides comprehensive access to Airflow features including DAG runs, variables, connections, and XComs.
    Last updated

  • rlg-mcp

    sebastienrousseau
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    quality
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    maintenance
    MCP server exposing rlg (RustLogs) log files as tools for on-call / SRE agent workflows. Three tools over JSON-RPC stdio — tail_log (last N events, filtered by level/target), filter_log (predicate filtering), summarize_errors (grouped error taxonomy). Pure Rust. MIT OR Apache-2.0.
    Last updated
    3
    4
    Apache 2.0
  • astro-airflow-mcp by astronomer

    astro-airflow-mcpofficial

    astronomer
    A
    license
    A
    quality
    F
    maintenance
    An MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.
    Last updated
    31
    12
    Apache 2.0

  • IPMC MCP

    justinmclean
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    license
    A
    quality
    B
    maintenance
    A dependency-free MCP server for Apache Incubator PMC oversight that helps identify podlings needing attention, assess graduation readiness, and generate podling briefings by combining lifecycle data and community health signals.
    Last updated
    21
    MIT

  • MCP-Ambari-API

    call518
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    license
    A
    quality
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    maintenance
    Manage and monitor Hadoop clusters via Apache Ambari API, enabling service operations, configuration changes, status checks, and request tracking through a unified MCP interface for simplified administration. * Guide: https://call518.medium.com/llm-based-ambari-control-via-mcp-8668a2b5ffb9
    Last updated
    30
    1
    MIT

  • Ambari MCP Server

    nikita15p
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    license
    B
    quality
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    maintenance
    Enables AI assistants to manage Apache Ambari clusters, including services, hosts, alerts, and configurations via the MCP protocol.
    Last updated
    40
    1
    Apache 2.0

  • JMeter MCP Server (TypeScript

    vjgit-369
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    quality
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    maintenance
    Enables AI assistants to programmatically create, execute, and analyze Apache JMeter performance tests. It supports automated bottleneck detection, report generation, and distributed testing management through natural language.
    Last updated
    MIT

  • srefix-diagnosis

    aisrefix-commits
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    license
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    quality
    C
    maintenance
    A toolkit of 256 MCP servers for SRE incident diagnosis with Claude. One agent per tech (Postgres, Kafka, Istio, Kubernetes, Prometheus, MongoDB, Redis, Cassandra, ...) with failure modes, key metrics, and runbooks baked in. Plus telemetry MCPs (PromQL/LogQL/Elasticsearch), SSH-via-bastion executor, and 33 discovery adapters across 9 clouds. Apache 2.0, runs locally. Reproducible 5/5 scenari
    Last updated
    Apache 2.0

  • mcp-kafka-observer

    Rushi264
    A
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    quality
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    maintenance
    An MCP server that gives AI agents real-time observability into Apache Kafka clusters, enabling natural language queries for broker health, consumer lag, and diagnostics.
    Last updated
    MIT

  • datastax-opscenter-mcp-server

    sangeethdba
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    quality
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    maintenance
    Enables monitoring and management of Apache Cassandra and DataStax Enterprise clusters through the DataStax OpsCenter API, providing tools for cluster metrics, node monitoring, schema access, and event tracking.
    Last updated
    1
    MIT

  • Airflow MCP

    hipposys-ltd
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    license
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    quality
    D
    maintenance
    Enables users to interact with Apache Airflow orchestration platform through natural language to query pipeline statuses, troubleshoot DAG failures, trigger DAGs, and analyze configurations.
    Last updated
    10
    MIT

  • Spark EventLog MCP Server

    yhyyz
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    license
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    quality
    D
    maintenance
    Enables comprehensive analysis of Apache Spark event logs from S3, HTTP, or local sources, providing performance metrics, resource monitoring, shuffle analysis, and automated optimization recommendations with interactive HTML reports.
    Last updated
    MIT