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"Understanding and Exploring Open JAR Libraries" matching MCP servers:

  • open-mcp-apps

    2nd1st
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    quality
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    An open engine that gives AI persistent, reusable UI components with a writable component registry, versioned data storage, and a shell runtime, enabling AI to create, save, and reuse single-purpose apps.
    9
    135
    AGPL 3.0

  • Sequential Thinking MCP Server

    mustafaskyer
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    license
    A
    quality
    D
    maintenance
    Enables structured, step-by-step problem-solving through dynamic thinking processes that can be revised, branched, and adjusted as understanding deepens. Supports breaking down complex problems into manageable steps with the ability to revise previous thoughts and explore alternative reasoning paths.
    1
    133,826
    Inno Setup

  • repowise

    repowise-dev
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    quality
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    maintenance
    Provides AI coding agents with five intelligence layers (dependency graph, git history, documentation, architectural decisions, code health) via nine MCP tools, enabling deep codebase understanding and reducing exploration cost.
    11
    5,825
    AGPL 3.0

  • sharplens-mcp

    pzalutski-pixel
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    A
    quality
    A
    maintenance
    A Model Context Protocol (MCP) server providing 62 AI-optimized tools for .NET/C# semantic code analysis, navigation, refactoring, and code generation using Microsoft Roslyn. Built for AI coding agents - provides compiler-accurate code understanding that AI cannot infer from reading source files alone.
    62
    31
    MIT

  • Serena MCP Server

    Raheem-19
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    license
    B
    quality
    D
    maintenance
    Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling precise code understanding and manipulation in large codebases via the Model Context Protocol.
    25
    MIT

  • MCP-TY

    qinsehm1128
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    license
    B
    quality
    D
    maintenance
    An MCP server leveraging the Rust-based ty type checker to provide AI models with high-performance, semantic Python code analysis and structural navigation. It enables precise symbol searching, cross-file renaming, and diagnostic reporting to improve code understanding and editing accuracy.
    16
    1
    MIT
  • Hanzo MCP by hanzoai

    Hanzo MCPofficial

    hanzoai
    A
    license
    C
    quality
    A
    maintenance
    An MCP server that enables Claude and other LLM clients to access Hanzo AI platform capabilities and provide powerful code management tools for analyzing, modifying, and understanding projects.
    7
    38
    1
    MIT

  • showme

    dean0x
    A
    license
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    quality
    D
    maintenance
    Enables coding agents to open files and git diffs directly in VS Code, allowing users to review code changes without leaving their conversation.
    18
    1
    MIT

  • Sense

    luuuc
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    license
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    quality
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    maintenance
    An MCP server for codebase context that gives AI coding agents structural understanding through symbol graph, semantic search, blast radius, and convention detection tools.
    30
    MIT

  • gopls-mcp

    xieyuschen
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    license
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    quality
    A
    maintenance
    https://gopls-mcp.org/ MCP server for golang projects development: Expand AI Code Agent ability boundary to have a semantic understanding and determinisic information for golang projects.
    57
    BSD 3-Clause

  • Codebase MCP

    danyQe
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    license
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    quality
    F
    maintenance
    An open-source AI-powered development assistant that connects Claude Desktop to your codebase via MCP, enabling semantic code search, AI-assisted editing, and persistent memory without additional subscriptions.
    48
    Apache 2.0

  • Hearth

    echoo19
    A
    license
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    quality
    A
    maintenance
    AI-native open-source 2D game engine whose MCP server exposes every editor operation to coding agents as typed commands, so an agent can build, run, and verify a game inside the editor. It runs locally on macOS, Windows, and Linux with no cloud service or API key.
    103
    MIT

  • pocket_disasm

    whoisqwerz
    A
    license
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    quality
    B
    maintenance
    Enables coding agents to manage multiple isolated IDA Pro analysis sessions concurrently through a single MCP endpoint, allowing them to open, inspect, save, and close binary analysis sessions without launching multiple IDA windows.
    36
    MIT

  • eigen-plc-mcp

    SHU996
    A
    license
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    quality
    C
    maintenance
    An open-source MCP server for industrial automation that generates, debugs, and validates PLC code for Siemens S7-1200, serving as a free and customizable alternative to Siemens Eigen Engineering Agent.
    1
    MIT

  • vs_claude_code

    firish
    A
    license
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    quality
    A
    maintenance
    A native Visual Studio 2026 extension implementing Claude Code's IDE integration protocol: agent edits open in VS's diff viewer for accept/reject, and MCP servers expose the live debugger (stepping, data breakpoints, attach), Test Explorer runs, and Roslyn navigation with decompile to the agent.
    73
    MIT