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  • A
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    maintenance
    The Token-Curated GitLab MCP Server: 80%+ Context Window Savings. Every time your agent fetches a pipeline with other servers, it wastes 1,600 tokens of avatar URLs, internal links, and HTML fluff. With @sumirati/mcp-gitlab, that drops from 1,840 to 190 tokens.
    5
    1
    MIT
  • A
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    quality
    D
    maintenance
    Enables retrieving comprehensive information about GitLab merge requests, including details, commits, diffs, discussions, approvals, and CI/CD status, through natural language.
    7
    300 npm
    1
    MIT
  • A
    license
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    quality
    B
    maintenance
    Enables AI assistants to manage GitLab issues, merge requests, pipelines, and access the REST API via the glab CLI.
    6
    5 npm
    1
    MIT
  • A
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    Not graded
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    A
    maintenance
    MCP server for the GitLab REST API providing tools to manage projects, merge requests, pipelines, CI/CD variables, approvals, issues, and code reviews.
    10,553 PyPI
    6
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server for self-hosted GitLab instances, enabling users to manage issues, merge requests, pipelines, and more via Claude Code.
    7 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables AI agents to query and manage GitLab projects, issues, merge requests, and file contents via the GitLab REST API v4.
    8 npm
    MIT
  • A
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    quality
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    maintenance
    MCP server for GitLab CI/CD — pipelines, jobs, schedules, branches, tags, merge requests and repository files. Works with any GitLab (SaaS gitlab.com or self-hosted) via python-gitlab.
    23
    66 PyPI
    2
    MIT
  • A
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    quality
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    maintenance
    FastMCP server with read-only tools to monitor Redis — queue depths, Celery queue status, connected clients, server/memory info, and per-database key counts
    5
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for monitoring health of MCP servers, GitHub Actions, GitLab pipelines, and HTTP endpoints with health history, TLS expiry, assertions, diagnostics, and alerts.
    22
    91 npm
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    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.
    72
    3
    Apache 2.0
  • F
    license
    A
    quality
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    maintenance
    Connects AI assistants to GitLab to interact with merge requests, reviews, discussions, pipelines, and test results through natural language queries. Supports viewing MR details, responding to comments, checking test summaries, and analyzing job logs.
    12
    2
    -
  • A
    license
    A
    quality
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    maintenance
    Enables interacting with GitLab repositories, merge requests, and code through natural language using MCP. Supports authentication with personal access tokens or OAuth2, and provides tools for listing projects, reading repository code, and analyzing merge request lifetimes.
    10
    4
    MIT
  • A
    license
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    quality
    D
    maintenance
    An MCP server that provides comprehensive access to the GitLab API for project management, repository operations, and issue tracking. It enables users to perform file operations, manage branches, and coordinate organization-wide workflows through project and group-level milestones.
    30
    32 npm
    1
    MIT
  • A
    license
    B
    quality
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    maintenance
    基于MCP框架构建的GitLab集成服务器,提供多种GitLab RESTful API工具,支持项目搜索、任务管理、合并请求创建与审核等功能,帮助开发团队高效协作。
    8
    14 npm
    6
    MIT