SERVER

gitlab-mcp

Rank #18,529

glama/dragomirweb/gitlab-review-mcp

An MCP server that enables AI agents to perform automated code reviews on GitLab merge requests, including fetching details, reading diffs, posting inline comments, managing labels, and approving or unapproving MRs.

First listed
Jun 21, 2026
Last publish date
OVERVIEW

gitlab-mcp is a Model Context Protocol (MCP) server published by dragomirweb. It ranks #18,529 of 115,460 servers tracked on MCP Toplist. gitlab-mcp is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jun 21, 2026.

STANDING
#18,529of 115,460 tracked serversTop 25%

Ranks ahead of 96,931 of 115,460 servers on MCP Toplist.

CONNECT

Use gitlab-mcp

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

This server doesn't publish a machine-readable install config — see the repository README for install instructions.

BADGE

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MCP Toplist: Top 25% of 115,460
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fdragomirweb%2Fgitlab-review-mcp.svg)](https://mcptoplist.com/server/glama%2Fdragomirweb%2Fgitlab-review-mcp)
HTML
<a href="https://mcptoplist.com/server/glama%2Fdragomirweb%2Fgitlab-review-mcp"><img src="https://mcptoplist.com/badge/glama%2Fdragomirweb%2Fgitlab-review-mcp.svg" alt="MCP Toplist: Top 25% of 115,460" /></a>

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REGISTRIES

Listed on 1 registry

ORGANIZATION

dragomirweb

Organization
Servers in org
2
Versions across org
2
MORE FROM THIS PUBLISHER

Other servers by dragomirweb

View all dragomirweb servers →
VERSIONS

Not versioned

This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.

FAQ

Frequently asked questions

Who maintains gitlab-mcp?
gitlab-mcp is maintained by dragomirweb, which publishes 2 MCP servers (2 total versions) tracked on MCP Toplist.
Is gitlab-mcp listed on the Official MCP Registry?
gitlab-mcp is not on the Official MCP Registry. It is listed on Glama.
How many versions does gitlab-mcp have?
gitlab-mcp ships as a single rolling release with no explicit version metadata.
Where can I find the source code for gitlab-mcp?
The source code for gitlab-mcp is hosted at github.com/dragomirweb/gitlab-review-mcp.
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