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"How to write a Java application, especially using Spring" matching MCP servers:

  • AWS Application Signals MCP

    mxiamxia
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to monitor and troubleshoot AWS Application Signals services by tracking service health, analyzing SLO compliance, querying CloudWatch metrics, and investigating issues using distributed tracing with AWS X-Ray.
    MIT

  • selectel-mcp

    a-slvn
    A
    license
    -
    quality
    B
    maintenance
    An MCP server that gives an AI agent controlled access to a Selectel cloud account: OpenStack cloud servers, S3 object storage, and account billing.
    1
    MIT

  • Hello MCP Server

    mfang0126
    A
    license
    A
    quality
    D
    maintenance
    A simple MCP server that provides a basic greeting tool and serves as a starter template for AWS Lambda deployment. Demonstrates how to build and deploy MCP servers with both local development and cloud deployment capabilities.
    1
    18
    MIT
  • Alibaba Cloud Observability MCP Server by aliyun

    Alibaba Cloud Observabilityofficial

    aliyun
    F
    license
    A
    quality
    A
    maintenance
    Provides tools for accessing Alibaba Cloud observability products including SLS (Log Service) and ARMS (Application Real-time Monitoring Service), allowing any MCP-compatible AI assistants to quickly interact with these services.
    9
    160

  • YuniKorn MCP Server

    frenoid
    F
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol (MCP) server that interfaces with the Apache YuniKorn Scheduler, allowing AI agents to observe and reason about Kubernetes batch workload resource management, queue hierarchies, and application states.
    7
    10

  • kusto-mcp

    johnib
    A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to query Azure Data Explorer using natural language, eliminating the need to write KQL.
    7
    613
    7
    MIT

  • mcp-kubevela

    zhouweico
    A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to query and manage KubeVela application delivery: check application status, trigger deployments, track workflows, manage addons, and more.
    21
    MIT

  • firebase-mcp

    s-h-u-h-a-r-i
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that exposes Firebase Firestore and Authentication to AI agents, supporting multi-project configurations and read operations.
    5
    109
    MIT

  • servicenow-mcp

    JoseanMeonez
    A
    license
    A
    quality
    B
    maintenance
    MCP server for ServiceNow that exposes Table, Aggregate, and schema APIs as tools with a write gate protecting against unintended modifications.
    5
    31
    MIT

  • MCP Heroku Server

    globodai-group
    A
    license
    A
    quality
    D
    maintenance
    Provides comprehensive Heroku application management through the Heroku Platform API for AI assistants using the Model Context Protocol. It enables users to scale dynos, view deployment history, access logs, and manage environment variables through natural language.
    8
    MIT

  • spinnaker-mcp

    GeiserX
    A
    license
    A
    quality
    A
    maintenance
    MCP server bridging Spinnaker continuous delivery platform to LLMs for application, pipeline, and deployment management
    37
    74
    5
    GPL 3.0

  • Coolify MCP Server

    StuMason
    F
    license
    A
    quality
    F
    maintenance
    Enables interaction with Coolify applications and resources through the Coolify API via a standardized interface, supporting application management operations such as listing, starting, stopping, restarting, and deploying.
    11
    13

  • MCP Container Tools

    simseksem
    A
    license
    B
    quality
    D
    maintenance
    An MCP server for managing and monitoring Docker, Docker Compose, and Kubernetes environments alongside Azure Application Insights. It enables advanced log filtering, container lifecycle management, and querying of cloud application traces and metrics.
    7
    MIT