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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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8,329 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • claude-debugs-for-you

    jasonjmcghee
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    security
    A
    license
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    quality
    Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.
    Last updated -
    397
    TypeScript
    MIT License
    • Apple

  • Coding Standards MCP Server

    ggerve
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    security
    A
    license
    A
    quality
    Provides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.
    Last updated -
    3
    6
    Python
    MIT License

  • My Coding Buddy MCP Server

    ajkeast
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    security
    F
    license
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    quality
    A personal AI coding assistant that connects to various development environments and helps automate tasks, provide codebase insights, and improve coding decisions by leveraging the Model Context Protocol.
    Last updated -
    Python
    • Apple
    • Linux

  • CODING DevOps MCP Server

    yupengfei1209
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    security
    A
    license
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    quality
    Implements Model Context Protocol (MCP) to enable interaction with CODING DevOps platform through standardized interfaces for managing projects and work items.
    Last updated -
    6
    0
    1
    TypeScript
    MIT License

  • Prompt-Optimizer-MCP-for-LLMs

    Mahad-007
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    security
    A
    license
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    quality
    A Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.
    Last updated -
    Python
    MIT License

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  • mem0 MCP Server for Project Management

    KunihiroS
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    security
    F
    license
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    quality
    A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.
    Last updated -
    6
    Python

  • Playwright MCP for macOS

    mb-dev
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    security
    F
    license
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    quality
    Enables Claude to see and interact with any macOS application using natural language commands. Perfect for testing Mac applications, UI automation, and app development with AI assistance.
    Last updated -
    13
    Python
    • Apple

  • Coding Todo Server

    dennismartis
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    security
    F
    license
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    quality
    An MCP server that provides tools and resources for managing a coding project's todo list, allowing users to view, add, update, and delete todo items with details like priority, status, and tags.
    Last updated -
    1
    Python

  • Scancode License Analysis Tool for MCP

    bivex
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    security
    F
    license
    A
    quality
    Analyzes software licenses using Scancode data to help users identify problematic licenses, affected files, and compliance issues through the Model Context Protocol.
    Last updated -
    5
    TypeScript

  • MCP Server for Intercom

    raoulbia-ai
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    security
    A
    license
    A
    quality
    An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.
    Last updated -
    4
    7
    TypeScript
    Apache 2.0
    • Linux

  • MCP Server For Local

    Dreamboat-Rachel
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    security
    A
    license
    A
    quality
    A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.
    Last updated -
    1
    13
    Python
    Apache 2.0
    • Linux
    • Apple

  • MCP Server for Google Search

    mcp-for-dev
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    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.
    Last updated -
    2
    5
    1
    JavaScript
    • Apple

  • PsMCP - MCP Server for Photoshop

    Chandrahas455
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    security
    A
    license
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    quality
    A server that allows AI tools like Claude and Cursor to automate and control Photoshop through natural language commands, enabling tasks like editing PSDs, toggling layers, and generating marketing creatives.
    Last updated -
    8
    Python
    MIT License

  • AWS Resources MCP Server

    baryhuang
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    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.
    Last updated -
    1
    19
    Python
    MIT License
    • Linux

  • MCP Server Template for Cursor IDE

    chrisboden
    A
    security
    A
    license
    A
    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
    3
    Python
    MIT License

  • Coding Assistant Server

    AviOfLagos
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    security
    F
    license
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    quality
    Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.
    Last updated -
    12
    JavaScript

  • MCP Server for Danmarks Statistik

    Brokk-Sindre
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    security
    A
    license
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    quality
    Exposes Denmark's Statistical Bureau API as programmable resources, making it easy to integrate with language models and modern AI applications to enable natural language queries for statistical data.
    Last updated -
    13
    Python
    MIT License

  • Rootly MCP Server for Cloudflare Workers

    Rootly-AI-Labs
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    security
    F
    license
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    quality
    A remote MCP server that provides AI agents access to the Rootly API for incident management, allowing users to query and manage incidents, alerts, teams, services, and other incident management resources through natural language.
    Last updated -
    TypeScript

  • MCP Server for continue.dev

    alexsmirnov
    A
    security
    F
    license
    A
    quality
    A Python server implementing the Model Context Protocol to provide customizable prompt templates, resources, and tools that enhance LLM interactions in the continue.dev environment.
    Last updated -
    2
    2
    Python

  • AI Development Assistant MCP Server

    kleneway
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    security
    A
    license
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    quality
    An AI-powered development toolkit for Cursor providing intelligent coding assistance through advanced reasoning, UI screenshot analysis, and code review tools.
    Last updated -
    582
    329
    TypeScript
    MIT License

  • Mem0 MCP Serverofficial

    mem0ai
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    security
    F
    license
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    quality
    An MCP server that integrates with mem0.ai to help users store, retrieve, and search coding preferences for more consistent programming practices.
    Last updated -
    424
    Python

  • Remote MCP Server for Cloudflare

    elizabethsiegle
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    security
    F
    license
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    quality
    A deployable Model Context Protocol server on Cloudflare Workers that runs without authentication requirements, allowing integration with AI models through the Cloudflare AI Playground or Claude Desktop.
    Last updated -
    TypeScript

  • Yes or No MCP

    a-polishchuk
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    security
    F
    license
    A
    quality
    A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.
    Last updated -
    1
    0
    TypeScript

  • MCP Vibe Coding Knowledge Graph

    sascodiego
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    security
    F
    license
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    quality
    A comprehensive Model Context Protocol server that integrates Vibe Coding methodology with Knowledge Graph technology for AI-assisted software development using Kuzu embedded database.
    Last updated -
    2
    JavaScript
    • Apple
    • Linux

  • AI Development Assistant MCP Server

    yeakub108
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    security
    A
    license
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    quality
    A Cursor-compatible toolkit that provides intelligent coding assistance through custom AI tools for code architecture planning, screenshot analysis, code review, and file reading capabilities.
    Last updated -
    582
    10
    TypeScript
    MIT License

  • Remote MCP Server for Cloudflare

    bithou
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    security
    F
    license
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    quality
    A tool that allows deployment of a Model Context Protocol server on Cloudflare Workers without authentication requirements, enabling users to create and use custom AI tools via the Cloudflare AI Playground or Claude Desktop.
    Last updated -
    1
    TypeScript

  • Google OR-Tools server

    Jacck
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    security
    A
    license
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    quality
    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
    Last updated -
    14
    Python
    MIT License
    • Apple

  • MCP Gateway for RFK Jr Endpoints

    voitta-ai
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    security
    F
    license
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    quality
    A Model Context Protocol gateway that connects to RFK Jr-related endpoints, supporting both STDIO and SSE transport methods.
    Last updated -
    Python

  • Cursor Conversations MCP Server

    vltansky
    A
    security
    A
    license
    A
    quality
    Allows AI assistants to access and analyze your Cursor conversation history, enabling personalized coding assistance based on your actual development patterns.
    Last updated -
    8
    618
    12
    TypeScript
    MIT License
    • Apple
    • Linux

  • Second Opinion MCP Server

    PoliTwit1984
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    security
    F
    license
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    quality
    Provides AI-powered assistance for coding problems using Google's Gemini AI, combined with Perplexity insights and Stack Overflow references, facilitating contextual analysis and automatic response archiving for improved troubleshooting.
    Last updated -
    12
    TypeScript

  • MCP-researcher Server

    clssck
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    security
    A
    license
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    quality
    A powerful research assistant that integrates with Cline and Claude Desktop to leverage Perplexity AI for intelligent search, documentation retrieval, API discovery, and code modernization assistance while coding.
    Last updated -
    3
    JavaScript
    MIT License