"How to review merge requests in GitLab" matching MCP servers:

• GitLab Review MCP

  lininn

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  license

  B

  quality

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  maintenance

  Enables code review operations on GitHub and GitLab, including fetching pull/merge requests, viewing diffs, adding comments, analyzing code quality, and creating merge requests directly from your MCP client.

  Last updated 2025-12-30

  15

  136

  4

  MIT

• gitlab-review-mcp

  midodimori

  A

  license

  -

  quality

  B

  maintenance

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

  Last updated 2025-10-16

  1

  MIT

• GitLab MCP Code Review

  ffpy

  A

  license

  A

  quality

  D

  maintenance

  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 2025-12-03

  12

  4

  MIT

• GitLab Code Review MCP

  lininn

  A

  license

  -

  quality

  D

  maintenance

  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 2025-08-26

  3

  MIT
• 

  Merge MCP Serverofficial

  merge-api

  F

  license

  -

  quality

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  maintenance

  Provides integration between Merge API and LLM providers supporting the MCP protocol, allowing natural language interaction with Merge data across HRIS, ATS, and other categories.

  Last updated 2025-04-30

  18

• GitLab MCP for Code Review

  mehmetakinn

  A

  license

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  quality

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  maintenance

  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 2025-05-15

  44

  MIT

• GitLab Code Review MCP Server

  thaihoangminh

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  license

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  quality

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  maintenance

  Enables AI assistants to interact with GitLab merge requests, review code changes, search projects, and create draft comments for code review workflows.

  Last updated 2025-07-03

  21

  MIT

• mcp-server-requests

  coucya

  A

  license

  A

  quality

  D

  maintenance

  Web Content Retrieval (full webpage, filtered content, or Markdown-converted), Custom User-Agent, Multi-HTTP Method Support (GET/POST/PUT/DELETE/PATCH), LLM-Controlled Request Headers, LLM-Accessible Response Headers, and more.

  Last updated 2025-11-21

  3

  7

  MIT

• How-To-Cook

  xiaobenyang-com

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  license

  B

  quality

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  maintenance

  An AI recipe recommendation server based on the MCP protocol, providing functions such as recipe query, classification filtering, intelligent dietary planning, and daily menu recommendation.

  Last updated 2026-01-09

  5

  1

  Apache 2.0

• code-review-mcp

  OldJii

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to review GitHub and GitLab pull requests and merge requests, supporting multiple transports and custom review rules.

  Last updated 2026-06-05

  7

  3

  MIT

• Simple Merge Review MCP

  sigmade

  F

  license

  A

  quality

  F

  maintenance

  Provides lightweight Git merge analysis with quick overviews of changes, file lists, and branch status without complex conflict checks.

  Last updated 2025-07-29

  3

  3

• @wanadev/mcp-gitlab

  wanadev

  A

  license

  A

  quality

  C

  maintenance

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

  Last updated 2026-06-02

  100

  44

  2

  MIT

• Code Merge MCP

  yy1588133

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  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server that helps large language models process code repositories by providing file tree generation, code merging, and code analysis capabilities.

  Last updated 2025-05-04

  3

  22

  MIT

• mcp-gitlab

  vish288

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  license

  -

  quality

  D

  maintenance

  MCP server for the GitLab REST API providing tools to manage projects, merge requests, pipelines, CI/CD variables, approvals, issues, and code reviews.

  Last updated 2026-06-08

  3

  MIT

• gitlab-mcp

  mcpland

  A

  license

  -

  quality

  A

  maintenance

  A production-ready MCP server for GitLab enabling AI assistants to read and manage GitLab projects, merge requests, issues, pipelines, wikis, releases, and more through a unified interface.

  Last updated 2026-05-28

  456

  9

  MIT

• gitlab-mcp

  EllGree

  A

  license

  -

  quality

  B

  maintenance

  MCP server for interacting with GitLab API, supporting both self-hosted instances and gitlab.com. Provides tools for managing issues, merge requests, code review, pipelines, milestones, releases, search, and file access.

  Last updated 2026-05-22

  456

  MIT

• GitLab MCP Server

  SynclyAI

  A

  license

  -

  quality

  C

  maintenance

  Enables AI-assisted code review and repository management for on-premise GitLab instances. It provides tools for interacting with merge requests, browsing source code, and searching repositories via the Model Context Protocol.

  Last updated 2026-05-30

  1

  MIT

• GitLab MR MCP

  kevinlin

  A

  license

  -

  quality

  D

  maintenance

  Enables AI agents to interact with GitLab repositories, manage merge requests, review code diffs, post comments, and handle issues directly through natural language.

  Last updated 2025-08-02

  52

  MIT

• PDF Merge AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  PDF Merge AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-06-15

  7

  MIT

• GitLab MCP Server

  alesdrobysh

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol (MCP) server for GitLab integration, written in TypeScript. This server allows you to interact with GitLab merge requests, commits, pipelines, and jobs through MCP tools.

  Last updated 2026-03-18

  5

  ISC