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

  • click-to-mcp

    Coding-Dev-Tools
    A
    license
    -
    quality
    A
    maintenance
    Converts any Python Click or Typer CLI into an MCP server automatically — zero-code transformation that introspects CLI commands and exposes them as MCP tools.
    4
    Apache 2.0

  • SimpleCalculator MCP Server

    DionBenFernandes-Dev
    A
    license
    -
    quality
    D
    maintenance
    Enables arithmetic operations (add, subtract, multiply, divide) through a custom Model Context Protocol implementation, containerized with Docker for easy deployment.
    MIT

  • MCP-CLIO

    a-yushko
    F
    license
    -
    quality
    D
    maintenance
    Exposes Creatio CLI (CLIO) commands as tools for AI agents to manage Creatio environments. It enables users to perform environment health checks, restart web applications, and execute raw CLI commands through a stateless HTTP transport.

  • sshand

    muradmalik23
    A
    license
    A
    quality
    A
    maintenance
    An open MCP server that gives any AI agent SSH access to remote Linux/Unix machines — shell commands, file read/write, and SFTP transfers.
    11
    MIT

  • kubeaid-mcp

    1Shubham7
    A
    license
    A
    quality
    C
    maintenance
    Exposes a Kubernetes cluster to MCP-compatible AI clients, enabling read-only and optional write operations on cluster resources like pods, deployments, and namespaces through natural language.
    9
    1
    MIT

  • portal

    tiefeiyu
    A
    license
    A
    quality
    A
    maintenance
    Enables interaction with long-running interactive programs such as SSH, GDB, and REPLs. Provides tools to start, monitor, control, read/write I/O for these processes.
    13
    1
    MIT

  • Memory Shell Detector MCP

    RuoJi6
    A
    license
    A
    quality
    C
    maintenance
    A tool for detecting and cleaning Java memory shells via local or SSH remote execution. It enables AI agents to scan Java processes, analyze suspicious class code, and safely remove memory shells after user confirmation.
    9
    24
    MIT

  • hello-mcp

    Jackdrakes
    F
    license
    A
    quality
    D
    maintenance
    A simple MCP server that provides a greeting tool using FastMCP, with support for both local and containerized deployment.
    1

  • beebjit-mcp

    acscpt
    A
    license
    A
    quality
    A
    maintenance
    Lets an AI application instantiate, connect to, drive, capture output from, and interrogate a real BBC Micro emulator.
    22
    1
    MIT

  • hermes-gpt

    n0geegee
    A
    license
    A
    quality
    B
    maintenance
    Enables MCP-based interaction with a local Hermes Agent installation, providing file read/search, skill management, and optional sandboxed write, terminal, and memory tools.
    9
    MIT

  • maic-server-fs-mcp

    maicFir
    A
    license
    A
    quality
    B
    maintenance
    Provides LLMs with local filesystem operations (read/write files, list directories) and command execution via MCP, enabling file management and task automation within AI clients.
    7
    13
    ISC

  • interactive-process-mcp

    UserB1ank
    A
    license
    A
    quality
    C
    maintenance
    MCP server for managing interactive processes, enabling AI agents to start, interact with, and terminate long-running programs like SSH sessions, REPLs, and installers via read/write operations.
    8
    8
    MIT

  • MCP Chat

    dspenard
    F
    license
    A
    quality
    C
    maintenance
    MCP Chat is a CLI application that enables interactive chat with AI models via the Anthropic API, supporting document retrieval, command-based prompts, and extensible MCP tool integrations.
    2