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"Assistance with Java development" matching MCP servers:

  • Memory Shell Detector MCP

    RuoJi6
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    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

  • tmux-shell

    ketema
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    license
    A
    quality
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    maintenance
    Enables AI agents to read tmux pane content on-demand, providing context-aware assistance during interactive terminal sessions.
    2
    MIT

  • gotask-mcp

    PaddyAlton
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    license
    A
    quality
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    maintenance
    An MCP server that enables AI agents to list and run tasks defined in Taskfile.yml, useful for automated development workflows.
    2
    4
    MIT

  • onboard-mcp

    developerpankajdixit
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    license
    A
    quality
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    maintenance
    Checks your local development environment for common issues like wrong Node version, missing Docker, missing git config, missing .env keys, and busy ports, and provides fixes.
    6
    10
    1
    MIT

  • DDEV MCP

    codingsasi
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    license
    A
    quality
    C
    maintenance
    Enables AI assistants to automate DDEV development environments, including project management, database operations, and executing commands for various CMS frameworks.
    14
    49
    13
    GPL 2.0

  • ssh-session-mcp

    Zw-awa
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    license
    A
    quality
    A
    maintenance
    SSH Session MCP fills a gap in the MCP ecosystem by offering a persistent shared SSH PTY runtime, not just stateless command execution. It features browser collaboration, input locking, safe/full execution modes, async command tracking, configurable policy rules, and multi-device profiles. Ideal for remote development, embedded systems, infrastructure workflows, and hardware control scenarios.
    23
    77
    4
    Apache 2.0

  • ros2_dev_mcp

    vagotec
    F
    license
    A
    quality
    C
    maintenance
    An MCP server for ROS 2 development that enables controlled creation of workspaces, packages, nodes, launch files, and tests within a sandboxed directory, with secure filesystem boundaries.
    8

  • DevEnv Doctor MCP

    Madiocre
    A
    license
    A
    quality
    C
    maintenance
    Enables LLM clients to inspect local development environment, including Docker container health, pnpm workspace integrity, and stuck process diagnosis.
    4
    MIT

  • MCP Playground Server

    vdesabou
    F
    license
    A
    quality
    D
    maintenance
    Provides intelligent command completion, validation, and contextual help for the Kafka Docker Playground CLI. Integrates with GitHub Copilot to offer auto-complete suggestions, detailed command assistance, and debugging support for playground operations.
    3

  • dev-env-setup

    cmwen
    A
    license
    B
    quality
    D
    maintenance
    Automates setup of local development environments for Python, Node.js, Flutter, Android, and more on macOS and Linux. Can be used as a standalone CLI or as an MCP server for AI assistant integration.
    10
    MIT

  • Professional Python MCP Server

    bash20cu
    F
    license
    B
    quality
    D
    maintenance
    A comprehensive MCP implementation designed for fullstack development that enables code manipulation, terminal command execution, and system notifications. It provides an intelligent agent interface powered by Gemini to automate Python and Next.js development workflows.
    5

  • nomad

    Ad3n1ne
    A
    license
    B
    quality
    B
    maintenance
    A local MCP server for agentic remote development that enables code sync via rsync, SSH command execution, and long-running task management in remote tmux sessions.
    15
    2
    MIT

  • File System Explorer MCP

    akshat12000
    A
    license
    B
    quality
    D
    maintenance
    A beginner-friendly MCP server that enables AI to explore file systems through tools for listing directories, reading files, searching with wildcards, and getting file metadata. Perfect for learning MCP development while providing practical file system interaction capabilities.
    4
    18
    MIT

  • mcp-tmux

    k8ika0s
    A
    license
    B
    quality
    C
    maintenance
    Remote-first tmux co-pilot that lets LLMs operate inside real tmux sessions with SSH-aware discovery, deterministic window/pane control, and pull-based state snapshots for grounded terminal assistance.
    40
    79
    AGPL 3.0