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Head to head

Advanced GitLab MCP server vs Gitlab

Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.

Advanced GitLab MCP serverio.github.structured-world/gitlab-mcp
A
No reviews yet

58 CQRS tools exposing 230 GitLab operations across 26 entity types

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Gitlabio.github.zereight/gitlab-mcp
B
No reviews yet

GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (85 and 83 out of 100). Gitlab has noticeably more public adoption.

 Advanced GitLab MCP serverGitlab
User ratingNo reviews yetNo reviews yet
Safety gradeA85/100B83/100
AdoptionGrowingWidely used
GitHub stars62.0k
Downloads / week1.1k68k
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools58100
Write actions2045
Price per callFreeFree
LicenceApache-2.0MIT
Last release2026-09-152026-09-19
CategoryDeveloper toolsDeveloper tools

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