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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:

  • GitLab MCP for Code Review

    mehmetakinn
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    An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.
    Last updated -
    31
    MIT License
    • Linux
    • Apple

  • gitlab mcp

    zereight
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    gitlab mcp
    Last updated -
    7,512
    573
    MIT License
    • Linux
    • Apple

  • Google OR-Tools server

    Jacck
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    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
    MIT License
    • Apple

  • Browser Tools MCP Extension

    Winds-AI
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    security
    F
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    Enables AI tools to interact with your browser for enhanced frontend development, providing context-rich capabilities like API call analysis, screenshot capture, element inspection, and API testing with automatic authentication.
    Last updated -
    3

  • mcp-gitlab-jira

    HainanZhao
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    A Model Context Protocol (MCP) server for GitLab and Jira integration. This server allows AI agents like gemini-cli to interact with your GitLab and Jira instances.
    Last updated -
    15
    2
    MIT License
    • Linux

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  • GitLab MCP Server

    harshmaur
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    security
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    An MCP server that enables communication with GitLab repositories, allowing interaction with GitLab's API to manage projects, issues, and repositories through natural language.
    Last updated -
    7,512
    1
    MIT License

  • Integrated Development MCP

    su-record
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    security
    F
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    A comprehensive toolkit that consolidates over 40 development tools into a single MCP, enabling unified management of frontend, backend, mobile development, GitHub repositories, and database operations.
    Last updated -

  • GitLab MCP Server

    anupsahu
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    Enables interaction with GitLab repositories through secure OAuth 2.0 authentication. Supports comprehensive GitLab operations including merge requests, issues, file management, commits, and branch operations through natural language.
    Last updated -
    12
    MIT License

  • GitLab MCP Server

    Alosies
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    security
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    A TypeScript MCP server that provides integration with GitLab's REST API, allowing users to interact with GitLab projects, issues, merge requests, pipelines, and more through natural language.
    Last updated -
    11
    4
    • Apple

  • MCP GitLab Server

    Vijay-Duke
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    Enables comprehensive GitLab integration allowing LLMs to manage projects, issues, merge requests, repository files, CI/CD pipelines, and perform batch operations. Supports advanced features like AI-optimized summaries, smart diffs, and atomic operations with rollback support.
    Last updated -
    72
    Apache 2.0

  • GitLab MCP Server

    rifqi96
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    A Model Context Protocol server that enables interaction with GitLab accounts to manage repositories, merge requests, code reviews, and CI/CD pipelines through natural language.
    Last updated -
    41
    17
    11
    MIT License
    • Apple

  • MCP Tools for Obsidian

    jacksteamdev
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    A local MCP server that enables AI applications like Claude Desktop to securely access and work with Obsidian vaults, providing capabilities for reading notes, executing templates, and performing semantic searches.
    Last updated -
    342
    MIT License
    • Apple
    • Linux

  • GitLab MCP Server

    ZephyrDeng
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    A Model Context Protocol server that enables AI assistants to interact with GitLab repositories, allowing tasks like managing merge requests, searching projects, and creating comments through RESTful API integration.
    Last updated -
    102
    2
    • Apple

  • GitLab MCP Server

    lucky-dersan
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    Provides GitLab integration for AI assistants using Model Context Protocol, enabling repository operations, file management, issue tracking, merge requests, and branch/tag administration through natural language.
    Last updated -
    2

  • GitLab WeChat MCP

    lh8966
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    Enables users to retrieve GitLab commit records and automatically generate daily work reports that can be sent to WeChat Work groups. Supports querying commits by date and user, with seamless enterprise messaging integration.
    Last updated -
    • Apple

  • AI Development Pipeline MCP

    theburgerllc
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    A Model Context Protocol server that enables seamless integration between Claude AI and development tools like VSCode, Augment, Vercel, Airtable, and Square.
    Last updated -
    7
    MIT License
    • Linux
    • Apple

  • gitlab-mcp-server

    yoda-digital
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    GitLab MCP Server (with activity tracking and group projects listing features) This server is based on the original GitLab MCP server with Group Projects Listing and Activity Tracking enhancements
    Last updated -
    28
    86
    27
    MIT License

  • GitLab Pipeline MCP Server

    wqhui
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    Enables AI clients to manage GitLab pipelines through natural language commands. Supports triggering pipelines, checking status, listing pipelines, viewing jobs, and canceling pipelines across multiple GitLab instances.
    Last updated -
    17

  • Claude MCP Server Integration

    mokemoke0821
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    security
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    Integration project for Model Context Protocol (MCP) servers with Claude Desktop App, enabling filesystem operations, development support, and file management through natural language.
    Last updated -

  • FastMCP Development Assistant

    kongyo2
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    Provides comprehensive development tools for FastMCP projects including documentation access, NPM package version management, and TypeScript type definitions retrieval. Enables developers to fetch FastMCP documentation, analyze NPM packages, and access MCP architecture information through natural language.
    Last updated -
    6
    MIT License

  • With-MCP

    janwilmake
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    Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.
    Last updated -
    302
    34
    MIT License

  • GitLab MCP Server

    amirsina-mandegari
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    Connects AI assistants to GitLab, allowing users to manage merge requests, view reviews, and interact with discussions through natural language queries.
    Last updated -
    9

  • Database Tools for Claude AI

    elber-code
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    MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.
    Last updated -
    1
    1
    4

  • Total Development Toolkit MCP

    su-record
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    An all-in-one development toolkit that integrates 10 popular MCPs with comprehensive features for solo developers, supporting frontend, backend, mobile development, database management, testing, and deployment automation.
    Last updated -

  • GitLab MCP Server

    chris-miaskowski
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    security
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    A custom server implementation that allows AI assistants to interact with GitLab repositories, providing capabilities for searching, fetching files, creating/updating content, and managing issues and merge requests.
    Last updated -
    1

  • GitLab MCP Serverofficial

    modelcontextprotocol
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    MCP Server for the GitLab API, enabling project management, file operations, and more.
    Last updated -
    1,673
    68,255
    MIT License
    • Linux
    • Apple

  • qudi MCP Integration

    dirkenglund
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    Enables natural language control of quantum photonics experiments through the qudi framework. Supports safe instrument control, measurement execution, and safety system management with built-in runlevel protection and parameter validation.
    Last updated -
    MIT License

  • GitLab Code Review MCP

    lininn
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    Enables AI assistants to review GitLab merge requests by fetching diffs, analyzing code changes, adding comments, and managing approvals through the GitLab API. Supports comprehensive merge request analysis and version comparison for automated code review workflows.
    Last updated -
    1
    MIT License

  • MCP HTTP with SSE transport Tools

    junjiem
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    security
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    A plugin that allows Dify to connect to multiple MCP (Model Control Protocol) servers using HTTP with Server-Sent Events transport, supporting custom configurations for URLs, headers, and timeouts.
    Last updated -
    171

  • autonomous-frontend-browser-tools

    Winds-AI
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    security
    A
    license
    A
    quality
    Enables AI tools to interact with browsers for enhanced frontend development, providing context to LLMs through tools like API call analysis, screenshots, element selection, and documentation ingestion.
    Last updated -
    8
    26
    10
    MIT License

  • MCP with Gemini Integration

    ImDPS
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    security
    F
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    Implements a Model Control Protocol server integrated with Google Gemini LLM, providing a flexible framework for building AI-powered applications.
    Last updated -
    • Linux