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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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9,443 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP Guide

    switchblxdee
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    security
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    A guide for implementing Model Context Protocol (MCP) servers that provide AI models with external tools like web search, text manipulation, and mathematical operations.
    Last updated -
    8
    MIT License

  • mcp-codex-keeper

    aindreyway
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    security
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    Serves as a guardian of development knowledge, providing AI assistants with curated access to latest documentation and best practices.
    Last updated -
    48
    77
    MIT License

  • MCP Unit Test Sensei

    kourtni
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    An MCP server that enforces unit testing standards by linting code and guiding agentic coding tools (like Gemini CLI or Claude Code) to follow best practices in test-driven development.
    Last updated -
    13
    • Linux
    • Apple

  • REST-to-Postman MCP

    runninghare
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    quality
    Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postman collections and environments, helping developers automatically sync their API endpoints with Postman.
    Last updated -
    2
    0

  • AWS Terraform MCP Server

    stv-io
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    A containerized Model Context Protocol server that enables using natural language to develop AWS infrastructure with Terraform, offering best practices guidance, security scanning with Checkov, and access to AWS provider documentation.
    Last updated -
    7

  • Coding Standards MCP Server

    ggerve
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    Provides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.
    Last updated -
    3
    12
    MIT License

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  • markdownlint-mcp

    ernestgwilsonii
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    security
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    license
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    quality
    Provides AI assistants with the ability to lint, validate, and auto-fix Markdown files to ensure compliance with established Markdown standards and best practices.
    Last updated -
    1
    MIT License
    • Apple
    • Linux

  • MCP Tool Starter Kit

    He110te4m
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    security
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    A feature-complete TypeScript project template for rapidly developing Model Context Protocol tools with integrated best practices for code quality, testing, and automated deployment.
    Last updated -
    1

  • MCP TypeScript Template

    nickytonline
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    security
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    A starter template for building remote Model Context Protocol servers using TypeScript, providing modern tooling and best practices while leveraging the MCP TypeScript SDK.
    Last updated -
    3

  • OWASP Cheatsheets MCP Server

    santosomar
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    A minimal Model Context Protocol server that provides access to OWASP security cheat sheets through a simple HTTP API, enabling users to list, retrieve, and search security best practices.
    Last updated -
    3
    GPL 3.0
    • Linux
    • Apple

  • Django Styleguide MCP Server

    dmmeteo
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    Provides AI assistants easy access to Django best practices by splitting comprehensive styleguide documentation into AI-friendly sections accessible through the Model Context Protocol.
    Last updated -
    MIT License

  • wisdomforge

    hadv
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    A powerful knowledge management system that forges wisdom from experiences, insights, and best practices. Built with Qdrant vector database for efficient knowledge storage and retrieval.
    Last updated -
    5
    MIT License

  • n8n MCP Server

    lowprofix
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    security
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    quality
    A Master Control Program server that provides workflow validation tools and best practices for n8n automation projects, including workflow management, NextJS integration, and API access.
    Last updated -
    7

  • Feature-Discussion MCP Server

    squirrelogic
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    Facilitates interactive feature discussions with AI guidance, maintaining context and providing intelligent recommendations for implementation, architecture, and best practices in software development.
    Last updated -
    2
    1
    MIT License
    • Apple

  • S/MCP - Stern Model Context Protocol

    Akrasia0
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    An MCP server that provides access to Stern, a philosophical AI mentor combining rationalist thinking with stoic philosophy to guide users through personalized mentorship and smart contract accountability on Solana.
    Last updated -
    1
    36
    1

  • MCP-Guide

    qpd-v
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    A beginner-friendly Model Context Protocol (MCP) server that helps users understand MCP concepts, provides interactive examples, and lists available MCP servers. This server is designed to be a helpful companion for developers working with MCP. Also comes with a huge list of servers you can install.
    Last updated -
    3
    24
    62
    Apache 2.0

  • MCP Project Orchestrator

    sparesparrow
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    An MCP server that assists with the orchestration of new software projects by applying standardized templates and best practices in design patterns and software architecture.
    Last updated -
    14
    MIT License
    • Apple

  • A-Share MCP Server

    24mlight
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    security
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    license
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    A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.
    Last updated -
    27
    424
    MIT License

  • A Share MCP

    24mlight
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    security
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    license
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    A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.
    Last updated -
    27
    424
    MIT License

  • Astro Docs MCP Serverofficial

    withastro
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    quality
    Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access the latest Astro documentation in a structured way, enabling accurate answers about Astro's features, APIs, and best practices.
    Last updated -
    15

  • 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
    31
    MIT License

  • Kintone Development Support MCP Server

    f4ah6o
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    Enables developers to access kintone API specifications, field type documentation, and development best practices through natural language queries. Supports API request validation and provides comprehensive development guidance for kintone customizations.
    Last updated -
    9
    MIT License

  • Textra Japanese to English Translator

    hokupod
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    security
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    Translates Japanese text into English using the Textra API service, enabling LLMs with limited Japanese understanding to process Japanese instructions.
    Last updated -
    MIT License

  • Langflow Document Q&A Server

    GongRzhe
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    Enables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.
    Last updated -
    1
    14
    MIT License
    • Apple

  • goodbook-mcp

    WhenYouAreStrange
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    security
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    A modern Model Context Protocol (MCP) server that works exclusively with PDF files containing food service standards and preparation guidelines. Built following MCP best practices with robust input validation and error handling.
    Last updated -
    6

  • MCP Context Provider

    doobidoo
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    Provides persistent tool context that survives across Claude Desktop chat sessions, automatically injecting tool-specific rules, syntax preferences, and best practices. Eliminates the need to re-establish context in each new conversation.
    Last updated -
    6
    Apache 2.0
    • Linux
    • Apple

  • markdown-to-html

    fashionzzZ
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    A Model Context Protocol server that converts Markdown content to HTML format.
    Last updated -
    1
    2,635
    4
    MIT License
    • Apple

  • JSON to Excel MCP by WTSolutions

    he-yang
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    The JSON to Excel MCP provides a standardized interface for converting (1)JSON data (2)URL pointing to JSON files into CSV format
    Last updated -
    1

  • Searchspring Integration Assistant

    yangjeep
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    security
    F
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    quality
    Provides implementation guidance, code validation, and troubleshooting tools for Searchspring's e-commerce APIs including search, autocomplete, recommendations, and tracking. Helps developers properly integrate Searchspring functionality with platform-specific code examples and best practices.
    Last updated -

  • Talk to Figma MCP

    pipethedev
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    Allows Cursor AI to communicate with Figma for reading designs and modifying them programmatically through a Model Context Protocol integration.
    Last updated -
    38
    2,275
    MIT License
    • Apple