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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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9,450 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • 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 mcp

    zereight
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    gitlab mcp
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    7,512
    573
    MIT License
    • Linux
    • 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.
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    72
    Apache 2.0

  • 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 -
    10
    2
    MIT License
    • Linux

  • GitLab MCP Server

    Alosies
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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

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  • GitLab MCP Server

    harshmaur
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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

  • 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

  • GitLab Kanban MCP Server

    Sunwood-ai-labs
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    A Model Context Protocol server that enables management of GitLab Kanban boards through tools for listing, creating, updating, and deleting tasks, as well as adding comments.
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    1

  • 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.
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    31
    MIT License
    • Linux
    • Apple

  • GitLab MCP Code Review

    ffpy
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    Enables AI assistants to review GitLab merge requests by fetching changes, analyzing diffs, adding comments, and managing approvals through the GitLab API. Supports complete merge request analysis, file-specific reviews, and version comparisons.
    Last updated -
    3
    MIT License

  • 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

    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 -
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    86
    27
    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

  • 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 -
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    17
    11
    MIT License
    • Apple

  • 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

  • GitLab MCP Server

    chris-miaskowski
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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 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 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

  • 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

  • mcp-server-qdrantofficial

    qdrant
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    This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
    Last updated -
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    932
    Apache 2.0

  • GitHub Repository MCP Server

    shanksxz
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    Enables AI models to access GitHub repository contents as context, with features to fetch entire repositories, specific file contents, and repository structures for use in AI interactions.
    Last updated -
    3
    2
    MIT License
    • Linux
    • Apple

  • GitLab PR Analysis MCP Server

    CodeByWaqas
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    Integrates GitLab merge request analysis with Confluence documentation, allowing users to fetch merge request details, analyze code changes, and store analysis results in Confluence pages.
    Last updated -
    MIT License
    • Linux
    • Apple

  • A-Share MCP Server

    24mlight
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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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    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

  • MCP GitHub Repository Server

    loglmhq
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    A server that allows AI assistants to browse and read files from specified GitHub repositories, providing access to repository contents via the Model Context Protocol.
    Last updated -
    5
    MIT License
    • Apple

  • Textra Japanese to English Translator

    hokupod
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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 -
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    14
    MIT License
    • Apple

  • MCPDataAnalytics

    anujpandey2
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    A teaching repository that instructs non-technical users how to create Model Completion Protocol (MCP) servers for data analysis tasks, requiring only basic technical setup and understanding.
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  • GitLab + Jira MCP Server

    ashabbir
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    Enables read-only access to GitLab and Jira data through MCP, allowing users to list projects, merge requests, issues, and search Jira tickets via natural language queries. Provides safe, structured access to project management data without write permissions.
    Last updated -
    10