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Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

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7,738 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Azure Java SDK MCP Server

    weidongxu-microsoft
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    A Model Context Protocol server that provides Azure Java SDK documentation to AI assistants, allowing them to access readme files with introductions, key concepts, and code samples.
    Last updated -
    1
    1
    JavaScript
    MIT License

  • @lex-tools/codebase-context-dumperofficial

    lex-tools
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    security
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    license
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    quality
    A Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).
    Last updated -
    1
    9
    1
    JavaScript
    Apache 2.0

  • Nia Codebase MCP

    nozomio-labs
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    security
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    license
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    quality
    An MCP server that allows integration with Nia's codebase understanding capabilities through function calling in tools like Cursor and Claude Desktop, enabling users to analyze project structure and search codebases via natural language queries.
    Last updated -
    1
    3
    5
    JavaScript
    MIT License

  • Codebase MCP

    DeDeveloper23
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    license
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    quality
    A Model Context Protocol server that enables AI agents to retrieve and understand entire codebases at once, providing tools to analyze local workspaces or remote GitHub repositories.
    Last updated -
    3
    47
    TypeScript
    MIT License
    • Linux
    • Apple

  • AutoDev Codebase MCP Server

    anrgct
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    security
    F
    license
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    quality
    HTTP-based server that provides semantic code search capabilities to IDEs through the Model Context Protocol, allowing efficient codebase exploration without repeated indexing.
    Last updated -
    8
    55
    TypeScript
    • Apple
    • Linux

  • JVM MCP Server

    xzq-xu
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    license
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    quality
    A JVM monitoring and control platform server based on Arthas that provides a Python interface for monitoring and analyzing Java processes with capabilities for thread analysis, memory monitoring, and performance diagnostics.
    Last updated -
    15
    64
    Python
    MIT License
    • Linux
    • Apple

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  • Powertools MCP Search Server

    aws-powertools
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    security
    F
    license
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    quality
    Enables LLMs to search through AWS Lambda Powertools documentation across multiple runtimes (Python, TypeScript, Java, .NET) using a Model Context Protocol server.
    Last updated -
    2
    35
    29
    TypeScript
    • Apple
    • Linux

  • Yellhorn MCP

    msnidal
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    security
    F
    license
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    quality
    An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to generate detailed implementation plans based on their codebase and receive feedback on code changes.
    Last updated -
    2
    7
    Python
    • Linux
    • Apple

  • Gemini MCP

    emmron
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    security
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    license
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    quality
    An AI-powered Model Context Protocol server for Claude Code that provides code intelligence tools including codebase analysis, task management, component generation, and deployment configuration.
    Last updated -
    23
    14
    JavaScript
    GPL 3.0

  • MCP Qdrant Codebase Embeddings

    steiner385
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    security
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    license
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    quality
    A Model Context Protocol server that provides semantic understanding of codebases using Qdrant vector database, enabling AI assistants to search files by purpose, discover relationships between files, analyze architecture, and identify refactoring opportunities.
    Last updated -
    TypeScript

  • MCP Codebase Insight

    tosin2013
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    security
    F
    license
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    quality
    A server component of the Model Context Protocol that provides intelligent analysis of codebases using vector search and machine learning to understand code patterns, architectural decisions, and documentation.
    Last updated -
    8
    Python

  • quarkus-mcp-servers

    quarkiverse
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    security
    A
    license
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    quality
    browse, list and edit filesystem. Implemented in Java/Quarkus with native image (Fast!) available
    Last updated -
    159
    Apache 2.0

  • Aibolit MCP Server

    cqfn
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    security
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    license
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    quality
    A Model Context Protocol (MCP) server that helps AI coding assistants identify critical design issues in code, rather than just focusing on cosmetic problems when asked to improve code.
    Last updated -
    1
    249
    13
    TypeScript
    MIT License

  • Jadx MCP Server

    mobilehackinglab
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    security
    F
    license
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    quality
    A server that exposes the Jadx decompiler API over HTTP, enabling Claude to interact with decompiled Java/Android code to list classes, fetch source code, inspect methods/fields, and extract code live.
    Last updated -
    70
    • Linux
    • Apple

  • cognee-mcp

    topoteretes
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    security
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    license
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    quality
    Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
    Last updated -
    4
    6,555
    Python
    Apache 2.0
    • Apple

  • Coding Standards MCP Server

    ggerve
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    security
    F
    license
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    quality
    Provides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.
    Last updated -
    6
    Python

  • JSON Resume MCP Serverofficial

    jsonresume
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    security
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    license
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    quality
    A server that enhances AI assistants with the ability to update your JSON Resume by analyzing your coding projects, automatically extracting skills and generating professional descriptions.
    Last updated -
    3
    577
    56
    TypeScript
    The Unlicense
    • Apple
    • Linux

  • AI Agent Template MCP Server

    bswa006
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    security
    F
    license
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    quality
    An MCP server that enhances AI agents' coding capabilities by providing zero hallucinations, improved code quality, security-first approach, high test coverage, and efficient context management.
    Last updated -
    15
    24
    1
    TypeScript

  • Code Review MCP Server

    crazyrabbitLTC
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    security
    F
    license
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    quality
    Analyzes codebases using Repomix and LLMs to provide structured code reviews with specific issues and recommendations, supporting multiple LLM providers including OpenAI, Anthropic, and Gemini.
    Last updated -
    2
    20
    JavaScript

  • UIFlowchartCreator

    umshere
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    security
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    license
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    quality
    Enables users to create UI flowcharts by generating visualizations of user interfaces and interactions through an easy-to-use API within MCP-compatible systems.
    Last updated -
    1
    270
    10
    TypeScript

  • MCP Server Demo

    ranjaka
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    security
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    license
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    A Model Context Protocol server that provides tools and resources for Java CI/CD workflows and GitLab CI template management.
    Last updated -
    1
    Python

  • Coder Toolbox MCP Server

    lamemind
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    security
    F
    license
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    quality
    A utility toolkit that enhances Claude's code interaction capabilities by providing seamless tools for Java code analysis, manipulation, and testing workflows.
    Last updated -
    2
    TypeScript

  • DocsFetcher MCP Server

    cdugo
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    security
    A
    license
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    quality
    Fetches and extracts comprehensive package documentation from multiple programming language ecosystems (JavaScript, Python, Java, etc.) for LLMs like Claude without requiring API keys.
    Last updated -
    4
    421
    14
    JavaScript
    MIT License
    • Apple
    • Linux

  • GitHub Chat MCP

    AsyncFuncAI
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    security
    A
    license
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    quality
    An MCP server that enables analyzing and querying GitHub repositories through the GitHub Chat API, allowing users to index repositories and ask questions about their code, architecture and tech stack.
    Last updated -
    2
    55
    Python
    MIT License
    • Linux
    • Apple

  • Code Context Provider MCP

    AB498
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    security
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    license
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    quality
    Provides code context and analysis for AI assistants by extracting directory structures and code symbols using WebAssembly Tree-sitter parsers with zero native dependencies.
    Last updated -
    1
    454
    7
    JavaScript
    MIT License
    • Linux
    • Apple

  • MCP Gemini API Server

    techkwon
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    A server that provides access to Google Gemini AI capabilities including text generation, image analysis, YouTube video analysis, and web search functionality through the MCP protocol.
    Last updated -
    6
    18
    4
    TypeScript
    • Apple

  • Serena MCP Server

    lin2000wl
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    security
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    license
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    quality
    A coding agent toolkit that transforms LLMs into coding assistants capable of working directly on your codebase with semantic code retrieval and editing tools, providing IDE-like capabilities without requiring API subscriptions.
    Last updated -
    33
    Python
    MIT License
    • Linux
    • Apple

  • git-commit-aider MCP Server

    MrOrz
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    Makes git commits on behalf of AI by appending "(aider)" to the committer's name, allowing tracking of AI contributions in your codebase.
    Last updated -
    1
    559
    7
    JavaScript
    MIT License

  • Orchestrator MCP

    Phoenixrr2113
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    license
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    An intelligent MCP server that orchestrates multiple MCP servers with AI-enhanced workflow automation and production-ready context engine capabilities for codebase analysis.
    Last updated -
    3
    TypeScript

  • PocketFlow MCP Server

    tmtcomeup
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    security
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    license
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    quality
    Brings the PocketFlow tutorial generation methodology to AI assistants, automatically creating comprehensive, beginner-friendly tutorials from any GitHub repository through advanced codebase analysis.
    Last updated -
    2
    TypeScript

  • SEO Inspector & Schema Validator MCP

    mgsrevolver
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    security
    F
    license
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    quality
    A Cursor MCP server that analyzes web pages for SEO issues and validates structured data schemas within your codebase without requiring browser extensions.
    Last updated -
    1
    1
    JavaScript