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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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5,577 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP Code Executor

    bazinga012
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    Allows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.
    Last updated -
    1
    101
    JavaScript
    MIT License
    • Linux
    • Apple

  • Claude Code MCP

    auchenberg
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    An implementation of Claude Code as a Model Context Protocol server that enables using Claude's software engineering capabilities (code generation, editing, reviewing, and file operations) through the standardized MCP interface.
    Last updated -
    8
    86
    JavaScript
    MIT License

  • Code Research MCP Server

    nahmanmate
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    quality
    Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.
    Last updated -
    6
    25
    JavaScript
    AGPL 3.0
    • Apple

  • Code Analysis MCP Server

    saiprashanths
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    security
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    quality
    The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.
    Last updated -
    4
    7
    Python
    • Apple

  • Code Sandbox MCP

    Automata-Labs-team
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    An MCP server to create secure code sandbox environment for executing code within Docker containers.
    Last updated -
    69
    Go
    MIT License
    • Linux
    • Apple

  • MCP Code Indexer

    zxfgds
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    F
    license
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    quality
    A smart code retrieval tool based on Model Context Protocol that provides efficient and accurate code repository search capabilities for large language models.
    Last updated -
    Python

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  • Code Context MCP Server

    fkesheh
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    security
    A
    license
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    quality
    An MCP server that provides semantic search over local git repositories, enabling users to clone repositories, process branches, and search code through vectorized code chunks.
    Last updated -
    TypeScript
    MIT License
    • Apple

  • MCP Code Analyzer

    emiryasar
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    security
    A
    license
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    quality
    A comprehensive code analysis and management tool that integrates with Claude Desktop to analyze code at project and file levels, helping adapt changes to projects intelligently.
    Last updated -
    29
    Python
    MIT License

  • Zig MCP Server

    openSVM
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    Provides Zig language tooling and code analysis, enhancing AI capabilities with Zig-specific functions like code optimization, compute unit estimation, code generation, and recommendations for best practices.
    Last updated -
    4
    8
    JavaScript
    MIT License

  • Code Knowledge MCP Server

    davidvc
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    Provides a project memory bank and RAG context provider for enhanced code understanding and management through vector embeddings, integrated with RooCode and Cline.
    Last updated -
    9
    Python
    • Apple

  • MCP Code Sandbox Server

    chrishayuk
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    security
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    An extensible Message Communication Protocol server that provides secure code execution capabilities in isolated sandbox environments, compatible with Claude for Desktop and other MCP clients.
    Last updated -
    1
    Python

  • Persistent-Code MCP Server

    sparshdrolia
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    security
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    quality
    Creates and maintains a semantic knowledge graph of code that allows maintaining context across sessions with Claude, providing advanced search capabilities without requiring the entire codebase in the context window.
    Last updated -
    2
    Python
    • Apple

  • MATLAB MCP Server

    WilliamCloudQi
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    Integrates MATLAB with AI to execute code, generate scripts from natural language, and access MATLAB documentation seamlessly.
    Last updated -
    2
    29
    JavaScript
    Apache 2.0
    • Apple
    • Linux

  • MCP ABAP ADT

    mario-andreschak
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    security
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    A server that bridges the Model Context Protocol (MCP) with SAP ABAP systems, allowing tools like Cline to retrieve ABAP source code, table structures, and other development artifacts.
    Last updated -
    13
    5
    TypeScript
    MIT License
    • Apple
    • Linux

  • Daytona MCP Python Interpreter

    nibzard
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    security
    A
    license
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    quality
    A Model Context Protocol server that allows execution of Python code within Daytona workspaces, providing a secure and isolated environment for executing and managing Python scripts.
    Last updated -
    1
    14
    Python
    Apache 2.0
    • Apple

  • 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

  • Roo Code Memory Bank MCP Server

    IncomeStreamSurfer
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    quality
    Enables AI assistants to maintain persistent project context across sessions by storing and retrieving structured information in markdown files organized in a memory bank directory.
    Last updated -
    4
    10
    JavaScript
    Apache 2.0
    • Linux
    • Apple

  • Workspace Code Search MCP Server

    LuotoCompany
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    A Python-based local indexing server that creates semantic search capabilities for codebases using ChromaDB, allowing Cursor IDE to perform vector searches on your code without sending data to external services.
    Last updated -
    5
    Python

  • Postman Tool Generation MCP Server

    giovannicocco
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    An MCP server that generates AI agent tools from Postman collections and requests. This server integrates with the Postman API to convert API endpoints into type-safe code that can be used with various AI frameworks.
    Last updated -
    1
    7
    JavaScript
    MIT License

  • Python REPL MCP Server

    hdresearch
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    A server that provides a persistent Python REPL environment through the MCP protocol, allowing execution of Python code, variable management, and package installation.
    Last updated -
    3
    3
    Python
    MIT License

  • Mentor MCP Server

    cyanheads
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    Provides LLM Agents with AI-powered mentorship for code review, design critique, writing feedback, and brainstorming using the Deepseek API, enabling enhanced output in various development and strategic planning tasks.
    Last updated -
    5
    15
    TypeScript
    Apache 2.0

  • Xcode Diagnostics MCP Plugin

    leftspin
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    Connects to Xcode's build system to extract, parse, and display errors and warnings from your Swift projects, helping AI assistants quickly identify code issues without manually searching through build logs.
    Last updated -
    1
    Python
    MIT License
    • Apple

  • ABAP-ADT-API MCP-Server

    mario-andreschak
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    security
    A
    license
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    quality
    A Model Context Protocol server that facilitates communication between ABAP systems and MCP clients, providing tools for managing ABAP objects, handling transport requests, and performing code analysis to enhance ABAP development workflows.
    Last updated -
    128
    3
    TypeScript
    MIT License
    • Linux
    • Apple

  • MCP Server Template for Cursor IDE

    chrisboden
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    security
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    license
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    quality
    A simple template for creating custom tools for Cursor IDE using Model Context Protocol, deployable via Heroku, Docker, or directly within Cursor IDE.
    Last updated -
    2
    Python
    MIT License

  • Babashka MCP Server

    bmorphism
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    Enables execution and management of Babashka scripts using the Model Context Protocol, offering features like caching, command history access, and configurable timeouts for enhanced scripting workflows.
    Last updated -
    1
    2
    JavaScript
    • Apple
    • Linux

  • Xava Labs MCP Template

    Disturbing
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    security
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    quality
    A template repository for bootstrapping Model Context Protocol (MCP) servers with WebSocket and SSE support, enabling real-time bidirectional communication and server-to-client streaming in Cloudflare Workers.
    Last updated -
    TypeScript
    MIT License

  • Chain of Draft (CoD) MCP Server

    stat-guy
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    security
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    license
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    quality
    Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.
    Last updated -
    7
    2
    Python
    • Apple

  • MCP Sage

    jalehman
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    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.
    Last updated -
    2
    4
    JavaScript

  • Python MCP Server Template

    HappyPathway
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    A standardized foundation for building Model Context Protocol servers that integrate with VS Code, using Python with stdio transport for seamless AI tool integration.
    Last updated -
    Python

  • Scrapybara MCP

    Scrapybara
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    A Model Context Protocol server that enables AI clients to interact with virtual Ubuntu desktops, allowing them to browse the web, run code, and control instances through mouse/keyboard actions and bash commands.
    Last updated -
    5
    9
    JavaScript
    MIT License

  • Amazon Web Services
    aws-mcp

    RafalWilinski
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    security
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    license
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    quality
    A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your AWS environment. This allows for natural language querying and management of your AWS resources during conversations. Think of better Amazon Q alternative.
    Last updated -
    3
    264
    TypeScript
    • Apple