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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:

  • Lambda Performance MCP Server

    jghidalgo
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    security
    F
    license
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    quality
    Enables comprehensive analysis of AWS Lambda performance including cold start tracking, memory utilization monitoring, cost analysis, and optimization recommendations. Provides real-time metrics, comparative analysis across multiple functions, and actionable insights to improve Lambda performance and reduce costs.
    Last updated -
    8

  • MCP Servers

    fist-maestro
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    security
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    license
    A
    quality
    A Node.js and TypeScript server project that provides a simple starter example with Express.js web server, supporting hot-reload, testing, and modular structure.
    Last updated -
    2
    4

  • Trade Agent

    Trade-Agent
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    security
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    Trade Agent
    Last updated -
    27
    Creative Commons Zero v1.0 Universal

  • Project MCP Server

    tejpalvirk
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    security
    F
    license
    A
    quality
    Provides tools for managing project knowledge graphs, enabling structured representation of projects, tasks, milestones, resources, and team members.
    Last updated -
    6
    9
    • Apple
    • Linux

  • Project Handoffs MCP Server

    davidorex
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    security
    F
    license
    A
    quality
    Facilitates AI session handoffs and next steps tracking through project-based organization, supporting task prioritization and seamless workflow management.
    Last updated -
    8
    7

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  • MCP Learning Project

    vishutorvi
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    security
    F
    license
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    quality
    A comprehensive tutorial project that teaches Model Context Protocol (MCP) development from beginner to advanced levels, covering both server-side and client-side development.
    Last updated -

  • Project Synapse

    angrysky56
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    security
    A
    license
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    quality
    An MCP server that transforms text into knowledge graphs and autonomously generates insights by combining Montague Grammar with Zettelkasten methodology.
    Last updated -
    5
    MIT License

  • Agent MCP

    rinadelph
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    security
    F
    license
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    quality
    A Multi-Agent Collaboration Protocol server that enables coordinated AI collaboration through task management, context sharing, and agent interaction visualization.
    Last updated -
    893
    • Linux
    • Apple

  • MCP Agent

    AtharvaJadhav
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    security
    F
    license
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    quality
    A production-ready research agent that enables users to perform web searches via the Model Context Protocol (MCP) and a FastAPI client interface.
    Last updated -

  • Claude MCP Servers

    drapon
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    security
    A
    license
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    quality
    A toolkit for managing Claude desktop app extension configurations, enabling features like Brave search, file operations, Git/GitHub integration, shell access, web scraping, HTTP requests, AWS documentation search, and Obsidian note management.
    Last updated -
    1
    MIT License

  • Materials Project MCP

    fair2wise
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    security
    A
    license
    A
    quality
    A tool for querying and analyzing materials data from the Materials Project database using natural language prompts, enabling materials scientists to explore properties, structures, and compositions of materials through conversational interfaces.
    Last updated -
    3
    1
    BSD 3-Clause

  • MCP Servers with Pyppeteer

    devalexandre
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    security
    A
    license
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    quality
    A tool that enables automated browser control using Pyppeteer within the MCP framework, allowing navigation, screenshot capture, and element interaction with websites.
    Last updated -
    Apache 2.0

  • Local Project Sync

    Cytrogen
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    security
    F
    license
    A
    quality
    A Model Context Protocol (MCP) server that enables AI applications to access and analyze local code repositories without manual uploads, providing file listing, content reading, code searching, and project structure analysis capabilities.
    Last updated -
    7
    • Apple

  • Project Creator MCP

    jackalterman
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    security
    F
    license
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    quality
    Enables rapid creation of new projects from predefined templates including React, Node.js, Django, Flask, and more. Provides comprehensive project scaffolding with file system operations, template management, and command execution capabilities.
    Last updated -
    • Apple
    • Linux

  • Archive Agent

    shredEngineer
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    security
    A
    license
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    quality
    Archive Agent is an open-source semantic file tracker with OCR + AI search (RAG) and MCP capability.
    Last updated -
    50
    GPL 3.0
    • Linux

  • Agent Construct

    ai-mcp-garage
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    security
    A
    license
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    quality
    A standardized MCP server implementation that provides AI models with dynamic tool discovery, execution, and context management capabilities. Built with FastAPI, it offers a modular architecture for easily adding new tools and managing AI application interactions through the Model Context Protocol.
    Last updated -
    13
    MIT License

  • Medical MCP Server

    Sinduja98
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    security
    F
    license
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    quality
    A medical communication protocol server that enables PostMessage-based integration between iframes and parent applications, providing simulated medical tools for medication management, allergy tracking, and other healthcare functions.
    Last updated -

  • MCP Project Context Server

    aaronfeingold
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    security
    A
    license
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    quality
    A persistent memory layer for Claude Code that maintains project information, technology stack, tasks, decisions, and session history between coding sessions, eliminating the need to re-explain project context.
    Last updated -
    9
    MIT License

  • Project Content Server

    MaheshDoiphode
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    security
    A
    license
    A
    quality
    An MCP server that provides access to project files and their contents, allowing users to retrieve file data from specified project directories with error handling and configuration options.
    Last updated -
    1
    6
    MIT License

  • Medical MCP Chatbot

    julehalim
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    security
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    license
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    quality
    A FastAPI backend service that connects to Azure's Managed Chat Project using GPT-4o to provide medical chatbot functionality through a simple HTML interface.
    Last updated -

  • MCP Project Orchestrator

    sparesparrow
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    security
    A
    license
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    quality
    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

  • OpenAPI to MCP Server

    TykTechnologies
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    security
    A
    license
    A
    quality
    A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.
    Last updated -
    3
    5
    24
    MIT License
    • Apple

  • Feishu Project MCP Server

    im47cn
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    security
    A
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    quality
    Implements a Model Context Protocol server for intelligent end-to-end requirement management and development automation, integrating with Feishu project systems.
    Last updated -
    1
    2
    MIT License

  • Materials Project Platform MCP Server

    benedictdebrah
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    security
    A
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    The Materials Project MCP Server is server that provides programmatic access to the Materials Project database. It enables LLMs, to search, analyze, and retrieve up to date materials science data.
    Last updated -
    2
    MIT License
    • Apple
    • Linux

  • Amadeus Agent

    EEGRCENEM
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    security
    F
    license
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    quality
    A proof-of-concept MCP server that allows LLM agents to query live flight booking information via Amadeus, including cheapest tickets, destinations, and airline routes.
    Last updated -
    1

  • markdown-to-html

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

  • Model Context Protocol Multi-Agent Server

    DHEERAJPRAKASH
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    security
    F
    license
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    quality
    Demonstrates custom MCP servers for math and weather operations, enabling multi-agent orchestration using LangChain, Groq, and MCP adapters for both local and remote tool integration.
    Last updated -
    1

  • Project Portfolio Guide MCP Server

    wonnyboi
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    security
    F
    license
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    quality
    A Model Context Protocol server that helps collect and structure project portfolio information through a guided conversation flow.
    Last updated -

  • Agent Construct

    ai-mcp-garage
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    security
    A
    license
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    quality
    An MCP server implementation that standardizes how AI applications access tools and context, providing a central hub that manages tool discovery, execution, and context management with a simplified configuration system.
    Last updated -
    13
    MIT License