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gitlab-mcp

io.github.mmedum/gitlab-mcp

Source code

About gitlab-mcp

gitlab-mcp is an MCP server published by the GitHub account mmedum. GitLab over MCP from your own account: issues, merge requests, reviews, the repository and CI.

It runs on your own machine: your AI client starts it from the MCP bundle package gitlab-mcp_4.1.3.mcpb at version 4.1.3.

It asks for no keys or passwords.

Version 4.1.3 was published on 24 October 2026, and the source code is public, so you can read it before installing.

Written from the registry entry. 7 automated checks on registry metadata: 4 pass, 0 warn, 0 fail, 3 info. How we check.

What it asks for

This server declares no environment variables, so it asks for no keys or settings.

Checks

CheckResultDetail
Source repository linkedPasshttps://github.com/mmedum/gitlab-mcp
Version pinnedPassEvery package has an explicit version
Secrets requestedInfoAsks for no secrets
Known package registryPassAll packages come from npm, PyPI, OCI, NuGet or MCPB
Namespace ownershipInfoName verified via GitHub account mmedum
Registry text aimed at the AIPassDescription and settings contain no hidden characters or instructions to the AI
Code red flagsInfoPackage could not be read (too large)

Popularity & health: 50 / 100

Worked out from public numbers and our own checks, not from user reviews or ratings. It says how used and how looked-after a server is, not whether it is safe.

Popularity0 / 40

0 GitHub stars, no download count, no Hacker News posts found. Best two of the three, each on a log scale.

Activity15 / 25

Last push 2026-10-28, last release 2026-10-28, 0 commits in 90 days.

Issue health15 / 15

21 closed of 21 issues.

Our checks20 / 20

0 warnings, each costing a fifth.

0 forks, 68 merged pull requests. Sources: GitHub, npm, PyPI (pypistats.org) and Hacker News (Algolia), fetched 2026-10-31.

What people say

No Hacker News threads link to its source code.

Look further: search Reddit, search Hacker News, read its GitHub issues. These are not reviews we checked.

Facts

Registry nameio.github.mmedum/gitlab-mcp
PublisherGitHub account mmedum
How the name is verifiedName verified via GitHub account mmedum. The registry ties the name prefix to that account or domain; it does not check the code.
TypeLocal: runs on your machine from a package
Packagesmcpb https://github.com/mmedum/gitlab-mcp/releases/download/v4.1.3/gitlab-mcp_4.1.3.mcpb 4.1.3 (stdio)
Version4.1.3
Published
Last updated
Source repositoryhttps://github.com/mmedum/gitlab-mcp
Websitehttps://github.com/mmedum/gitlab-mcp#readme
CategoryCoding & design (assigned by keyword rule, not by hand)

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