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Head to head

Gitlab Docs vs Advanced GitLab MCP server

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

Gitlab Docsio.github.ozanmutlu/gitlab-docs
A
No reviews yet

Search and browse 2,900+ official GitLab documentation pages via MCP

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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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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 (92 and 85 out of 100).

 Gitlab DocsAdvanced GitLab MCP server
User ratingNo reviews yetNo reviews yet
Safety gradeA92/100A85/100
AdoptionGrowingGrowing
GitHub stars36
Downloads / week2491.1k
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools358
Write actions—20
Price per callFreeFree
LicenceMITApache-2.0
Last release2026-09-162026-09-15
CategoryDeveloper toolsDeveloper tools

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