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Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

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44,351 tools. Last updated 2025-12-13 17:18

  • check_spec_health

    Ilograph

    Test the connectivity and health of the specification fetching service. This tool verifies spec endpoint functionality and provides a detailed status report, including service connectivity and cache information, for the Ilograph MCP server.
    MIT License

  • get_service_details

    MCP-Ambari-API

    Retrieve detailed status, configuration, and component information for a specific service in the Ambari cluster. Use this tool to troubleshoot service health, audit setup, or obtain formatted data for automation.
    MIT License

  • expose_service

    MCP Kubernetes Server

    Create a Kubernetes service to expose resources like pods, deployments, or replicasets. Specify service type (ClusterIP, NodePort, LoadBalancer, or ExternalName) and configure ports for network access.

  • volume_delete

    Railway MCP Server

    Delete a volume from a Railway service to remove unused storage and manage resources. Use this tool for storage cleanup after backing up data.
    MIT License

  • get_service_components

    MCP-Ambari-API

    Retrieve detailed service components and host assignments from Ambari clusters. Use it for troubleshooting, health checks, or scaling operations by specifying the service name for formatted output.
    MIT License

  • service_delete

    Railway MCP Server

    Delete a service from a Railway project to remove unused resources, clean up test deployments, or reorganize infrastructure.
    MIT License

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