"Using GitLab Semantic Search for Code Implementation" matching MCP servers:

• GitLab MCP

  amalychev

  A

  license

  C

  quality

  B

  maintenance

  MCP server for GitLab that provides 85 tools covering issues, merge requests, repositories, CI/CD, wiki, packages, and attachments, with support for both gitlab.com and self-hosted instances. It can read attachments so models can see screenshots and other files.

  Updated 9 days ago (2026-08-05 04:29 UTC)

  85

  703

  MIT

• GitLab MCP

  yunusb

  A

  license

  -

  quality

  B

  maintenance

  Enables GitLab repository management, including branches, merge requests, issues, pipelines, and more through natural language.

  Updated 2 months ago (2026-06-12 12:20 UTC)

  MIT

• @wanadev/mcp-gitlab

  wanadev

  A

  license

  A

  quality

  A

  maintenance

  Provides full control over GitLab epics, issues, merge requests, pipelines, and more via a conversational interface, with dry-run safety.

  Updated 2 months ago (2026-06-02 11:18 UTC)

  100

  3

  2

  MIT
• 

  GitLab MCP Serverofficial

  modelcontextprotocol

  -

  license

  A

  quality

  A

  maintenance

  MCP Server for the GitLab API, enabling project management, file operations, and more.

  Updated 4 days ago (2026-08-10 02:41 UTC)

  9

  5,525

  89,405

  MIT

• GitLab MCP Server

  TheRealChrisThomas

  A

  license

  B

  quality

  C

  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.

  Updated a year ago (2025-06-19 20:24 UTC)

  30

  74

  1

  MIT

• mcp-gitlab-jira

  HainanZhao

  A

  license

  B

  quality

  C

  maintenance

  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.

  Updated a year ago (2025-09-05 03:49 UTC)

  32

  32

  11

  MIT

• GitLab MCP Server

  Foxhunt

  F

  license

  B

  quality

  C

  maintenance

  Provides tools to interact with a self-hosted GitLab instance, enabling project, issue, note, search, todo, and wiki page management through MCP.

  Updated 2 months ago (2026-06-25 14:24 UTC)

  16

  1

• GitLab MR MCP

  kopfrechner

  A

  license

  -

  quality

  D

  maintenance

  Enables AI agents to interact with GitLab repositories, allowing them to manage merge requests and issues including listing projects, fetching MR details and diffs, adding comments, and updating MR titles and descriptions.

  Updated 17 days ago (2026-07-27 23:43 UTC)

  26

  94

  MIT

• gitlab-review-mcp

  midodimori

  A

  license

  -

  quality

  C

  maintenance

  Enables interaction with GitLab projects, merge requests, issues, and code reviews through Claude AI, providing tools for code review and project management.

  Updated 10 months ago (2025-10-16 05:17 UTC)

  1

  MIT

• GitLab MCP Server

  maxkulish

  A

  license

  -

  quality

  D

  maintenance

  Enables project management and repository operations on GitLab through the GitLab API, including file operations, branch management, issue creation, merge requests, and repository forking with support for both GitLab.com and self-hosted instances.

  Updated 8 months ago (2025-12-02 16:56 UTC)

  5,525

  Apache 2.0

• GitLab MCP Server

  radostkali

  F

  license

  -

  quality

  D

  maintenance

  Enables GitLab integration through MCP, supporting code review and project management via natural language.

  Updated a year ago (2025-04-16 19:04 UTC)

  11

• GitLab MCP Server

  TeslaLord

  F

  license

  -

  quality

  D

  maintenance

  Enables interaction with GitLab repositories through natural language, supporting project management, issue tracking, merge requests, file access, and repository operations. Includes a conversational agent interface with structured outputs for comprehensive GitLab workflow automation.

  Updated 10 months ago (2025-10-07 04:06 UTC)

• GitLab MCP Server

  martijndormans

  F

  license

  -

  quality

  C

  maintenance

  An MCP server for the GitLab API that enables comprehensive project management, file operations, and issue tracking. It supports automated branch creation, batch file pushes, and interaction with merge requests and CI/CD logs.

  Updated a year ago (2025-06-19 20:10 UTC)

• GitLab Kanban MCP Server

  Sunwood-ai-labs

  F

  license

  A

  quality

  D

  maintenance

  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.

  Updated 2 years ago (2024-12-16 13:10 UTC)

  5

  3

• GitLab Jira Context MCP

  jagarkarlo

  A

  license

  B

  quality

  B

  maintenance

  This MCP server connects GitLab projects and merge requests with Jira work tracking, Confluence pages, and Grafana dashboards. It provides read-only access to GitLab, Confluence, and Grafana, while Jira mutations require explicit confirmation.

  Updated 2 days ago (2026-08-12 12:23 UTC)

  19

  MIT

• Todo for AI MCP Server

  todo-for-ai

  A

  license

  -

  quality

  D

  maintenance

  Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

  Updated 5 months ago (2026-03-24 15:37 UTC)

  32

  Apache 2.0

• GitLab API MCP Server

  sargonpiraev

  A

  license

  -

  quality

  F

  maintenance

  Enables AI assistants to interact with the GitLab API, providing over 1000 tools for managing groups, projects, users, and more through natural language.

  Updated 6 days ago (2026-08-08 17:15 UTC)

  172

  MIT

• mcp-for-azure-devops-boards

  danielealbano

  A

  license

  B

  quality

  A

  maintenance

  MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse, query and update Azure DevOps work items as if it were a project manager. Written in Rust and optimized for tokens usagem, It runs via stdio or HTTP mode and uses standard Azure authentication with az login.

  Updated a month ago (2026-07-12 18:48 UTC)

  24

  6

  MIT

• Planka MCP Server for Claude

  NextHeberg

  A

  license

  -

  quality

  C

  maintenance

  Enables AI-powered project management by connecting Claude to Planka kanban boards via 75+ MCP tools for creating, updating, and managing projects, boards, lists, and cards.

  Updated 3 months ago (2026-05-23 13:11 UTC)

  1

  GPL 3.0

• org-as-code MCP Server

  SYNTRIAD

  A

  license

  -

  quality

  D

  maintenance

  Enables AI agents to interact with a Git-native organizational governance system, supporting proposal-validation workflows, decision-making, and audit trail management through 21 MCP tools over stdio transport.

  Updated 4 months ago (2026-04-08 19:29 UTC)

  1

  MIT