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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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6,843 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Adaptive Graph of Thoughts MCP Server

    SaptaDey
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    security
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    quality
    A scientific reasoning framework that leverages graph structures and the Model Context Protocol (MCP) to process complex scientific queries through an Advanced Scientific Reasoning Graph-of-Thoughts (ASR-GoT) approach.
    Last updated -
    5
    Python
    MIT License

  • MCP Kafka Schema Reg

    aywengo
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    security
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    license
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    quality
    A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.
    Last updated -
    62
    17
    Python
    MIT License
    • 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
    3
    Python
    • Linux
    • Apple

  • mcp-confluentofficial

    confluentinc
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    An MCP server implementation built to interact with Confluent Kafka and Confluent Cloud REST APIs.
    Last updated -
    24
    59
    73
    TypeScript
    MIT License
    • Apple

  • Jina AI Search MCP Server

    Meetpatel006
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    security
    F
    license
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    quality
    A Model Context Protocol server implementation that provides a standardized interface for interacting with Jina AI's Reader and Search APIs.
    Last updated -
    Python
    • Apple
    • Linux

  • MCP Server

    JeongJaeSoon
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    security
    F
    license
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    quality
    A configurable server implementation that provides MCP (Model-Controller-Protocol) functionality, supporting both Node.js and Docker environments with automated setup and configuration options.
    Last updated -
    568
    TypeScript

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  • Node.js Sandbox MCP Server

    ssdeanx
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    security
    F
    license
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    quality
    Enables running arbitrary JavaScript code in isolated Docker containers with on-demand npm dependency installation, allowing for ephemeral script execution and long-running services with controlled resource limits.
    Last updated -
    86
    1
    TypeScript

  • Node.js Sandbox MCP Server

    alfonsograziano
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    security
    F
    license
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    quality
    Enables running arbitrary JavaScript code in isolated Docker containers with on-the-fly npm dependency installation, supporting both ephemeral one-shot executions and persistent sandbox environments.
    Last updated -
    86
    74
    TypeScript
    • Apple
    • Linux

  • Hevy MCP

    chrisdoc
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    A Model Context Protocol (MCP) server implementation that interfaces with the Hevy fitness tracking app and its API. This server enables AI assistants to access and manage workout data, routines, exercise templates, and more through the Hevy API (requires PRO subscription).
    Last updated -
    15
    25
    24
    TypeScript
    MIT License

  • Example Next.js MCP Server

    mat-hiretalk
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    security
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    A sample implementation of a Model Context Protocol server using Next.js and the Vercel MCP Adapter, allowing developers to create AI assistants with custom tools and resources.
    Last updated -
    TypeScript
    MIT License

  • ClinicalTrials.gov MCP Server

    cyanheads
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    security
    A
    license
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    quality
    Empowers AI agents with direct access to the official ClinicalTrials.gov database, enabling programmatic searching, retrieval, and analysis of clinical study data through a Model Context Protocol interface.
    Last updated -
    174
    3
    TypeScript
    Apache 2.0

  • f2c-mcp-server

    f2c-ai
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    security
    A
    license
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    quality
    f2c-mcp-server
    Last updated -
    5
    502
    171
    TypeScript
    MIT License

  • MCP-Mem0

    yellnuts
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    security
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    A robust server for managing long-term agent memory using Mem0, providing efficient storage and retrieval of agent memories with a lightweight Python-based implementation.
    Last updated -
    Python
    MIT License

  • Integration App MCP Serverofficial

    integration-app
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    security
    A
    license
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    quality
    This MCP server implementation allows users to manage and expose actions as tools from their Integration App workspace through the Model Context Protocol.
    Last updated -
    10
    22
    TypeScript
    ISC License

  • Filesystem MCP Server

    rawr-ai
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    security
    F
    license
    A
    quality
    Node.js server implementing Model Context Protocol (MCP) for filesystem operations with comprehensive permission controls, allowing secure file and directory manipulation with granular access restrictions.
    Last updated -
    21
    114,220
    3
    TypeScript
    • Linux
    • Apple

  • MCP Git Server

    MementoRC
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    security
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    license
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    quality
    A Model Context Protocol server that enables LLMs to interact with Git repositories, providing tools to read, search, and manipulate Git repositories through commands like status, diff, commit, and branch operations.
    Last updated -
    22
    Python
    MIT License

  • Alibaba Cloud MCP Serverofficial

    aliyun
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    security
    A
    license
    A
    quality
    A server implementation that enables management of Alibaba Cloud ECS (Elastic Compute Service) resources through a collection of API and OOS automation tools, supporting operations like instance lifecycle management, monitoring, and resource inspection.
    Last updated -
    26
    56
    Python
    Apache 2.0
    • Apple
    • Linux

  • Bitbucket MCP Server

    pdogra1299
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    An MCP server that enables interaction with Bitbucket repositories through the Model Context Protocol, supporting both Bitbucket Cloud and Server with features for PR lifecycle management and code review.
    Last updated -
    16
    138
    3
    TypeScript
    MIT License

  • MCP Server Demo

    elvisleyva49
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    security
    F
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    A minimal WebSocket-based MCP server implementation that enables modern tool integrations with VSCode, Claude, and other applications.
    Last updated -
    10
    JavaScript

  • App Store Connect MCP Server

    z0rgoyok
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    security
    F
    license
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    quality
    A server implementing Model Context Protocol for interacting with the App Store Connect API, enabling management of iOS, macOS, and tvOS apps through MCP-compatible clients like Claude Desktop and Cline.
    Last updated -
    TypeScript

  • MCP Sandbox

    JohanLi233
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    security
    A
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    quality
    An interactive Python code execution tool that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.
    Last updated -
    16
    Python
    Apache 2.0

  • Python MCP Sandbox

    JohanLi233
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    security
    A
    license
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    quality
    An interactive Python code execution environment that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.
    Last updated -
    16
    Python
    Apache 2.0

  • kubernetes-mcp-server

    manusa
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    security
    A
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    quality
    A powerful and flexible Kubernetes MCP server implementation with support for OpenShift.
    Last updated -
    357
    Go
    Apache 2.0
    • Linux
    • Apple

  • Amazing Marvin MCP

    maxsuel13
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    F
    license
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    quality
    A Model Context Provider that connects the Amazing Marvin productivity app with AI assistants, allowing users to manage their tasks, projects, and categories through natural language interactions.
    Last updated -
    29
    1
    Python

  • iOS Automation MCP Server

    iHackSubhodip
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    A
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    quality
    A Model Context Protocol server that enables AI assistants to interact with iOS simulators, perform accessibility testing, manage apps, and automate complex iOS workflows.
    Last updated -
    5
    Python
    Apache 2.0
    • Apple

  • MCP Job Search

    adamd9
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    security
    F
    license
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    quality
    Helps users find suitable LinkedIn job opportunities by automatically scraping listings, analyzing compatibility with user profiles using AI, and sending custom match reports via email.
    Last updated -
    JavaScript

  • mcp-jenkins

    lanbaoshen
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    security
    A
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    The Model Context Protocol (MCP) Jenkins integration is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure, contextual AI interactions with Jenkins tools while maintaining data privacy and security.
    Last updated -
    25
    Python
    MIT License
    • Linux
    • Apple

  • Atlassian Bitbucket MCP Server

    aashari
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    security
    F
    license
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    quality
    An integration tool that enables AI assistants like Claude to directly access and interact with Bitbucket repositories, pull requests, and code without requiring copy/paste operations.
    Last updated -
    6
    920
    43
    TypeScript
    • Apple
    • Linux

  • privateGPT MCP Server

    Fujitsu-AI
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    security
    A
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    quality
    A server implementation that allows secure communication between MCP clients and privateGPT, enabling users to chat with privateGPT using knowledge bases and manage sources, groups, and users through a standardized Model Context Protocol.
    Last updated -
    4
    JavaScript
    MIT License
    • Linux
    • Apple

  • gitlab mcp

    zereight
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    security
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    quality
    gitlab mcp
    Last updated -
    13
    4,417
    298
    JavaScript
    MIT License
    • Linux
    • Apple