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"Java command reference and usage" matching MCP servers:

  • agent-godmode

    mdvohra
    A
    license
    A
    quality
    D
    maintenance
    Provides workspace-scoped file operations and command execution tools for building Cursor-style agents, along with system prompts and tool definitions for LLM integration.
    5
    MIT

  • code2mcp

    blas0
    F
    license
    A
    quality
    -
    maintenance
    Enables execution of TypeScript code to call MCP tools instead of direct tool calls, reducing token usage by up to 98% while orchestrating complex multi-tool workflows through secure sandboxed code execution.
    1

  • MCP Sage

    jalehman
    F
    license
    A
    quality
    D
    maintenance
    An MCP server that provides tools for getting second opinions or detailed code reviews from Gemini 2.5 Pro by embedding file contents in prompts, allowing it to handle large codebases with extensive context.
    3
    10

  • mcp-shell-server

    tumf
    A
    license
    A
    quality
    A
    maintenance
    A secure shell command execution server implementing the Model Context Protocol (MCP). This server allows remote execution of whitelisted shell commands with support for stdin input.
    1
    186
    MIT

  • sandbox-mcp

    bird
    A
    license
    A
    quality
    D
    maintenance
    Provides a local, isolated Linux VM sandbox for AI agents using Apple's Virtualization.framework, enabling fast command execution (~60ms) and package management without cloud costs.
    35
    1
    MIT

  • AICre8 MCP Server

    AICre8dev
    A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to create, modify, and deploy web projects through the AICre8 platform's sandbox environment. It supports project management, code generation, and direct shell command execution for streamlined web development.
    7
    14
    MIT

  • code-mode-toon

    ziad-hsn
    A
    license
    A
    quality
    C
    maintenance
    A lightweight Model Context Protocol (MCP) orchestrator designed for efficiency at scale. It features TOON compression (reducing token usage by 30-90%) and Lazy Loading, making it the ideal solution for complex, multi-tool agentic workflows.
    9
    11
    13
    MIT

  • Shell Command MCP Server

    kaznak
    A
    license
    A
    quality
    F
    maintenance
    Allows executing shell commands within a secure Docker container through Claude's MCP interface, providing Kubernetes tools and isolated environment without host Docker daemon access.
    2
    108
    5
    MIT

  • workflows-mcp

    FiveOhhWon
    A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol implementation that enables LLMs to execute complex, multi-step workflows combining tool usage with cognitive reasoning, providing structured, reusable paths through tasks with advanced control flow.
    9
    19
    28
    MIT

  • Context Optimizer MCP Server

    malaksedarous
    A
    license
    A
    quality
    C
    maintenance
    Provides AI coding assistants with context optimization tools including targeted file analysis, intelligent terminal command execution with LLM-powered output extraction, and web research capabilities. Helps reduce token usage by extracting only relevant information instead of processing entire files and command outputs.
    5
    23
    62
    TypeScript
    MIT

  • SSH MCP Server

    KinoThe-Kafkaesque
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server implementation that enables secure remote command execution via SSH, with features for managing and using SSH credentials.
    5
    9
    10
    MIT

  • Code Reference Optimizer MCP

    FosterG4
    A
    license
    B
    quality
    D
    maintenance
    Extracts minimal, relevant code context from multiple programming languages while analyzing diffs and optimizing imports to reduce token usage for AI assistants. Supports TypeScript/JavaScript, Python, Go, and Rust with token-aware caching.
    7
    22
    1
    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

  • MCP Hello World

    MillCityAI
    F
    license
    B
    quality
    -
    maintenance
    A minimal reference implementation of an MCP server that responds with "Hello, World" via Streamable HTTP. Serves as a baseline for integration testing and MCP client development with production-ready features including health checks, metrics, and containerized deployment.
    3
    20,480