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GitLab MCP Server vs Gitlab Docs

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

GitLab MCP Serverio.github.jmrplens/gitlab-mcp-server
A
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Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.

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Gitlab Docsio.github.ozanmutlu/gitlab-docs
A
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Search and browse 2,900+ official GitLab documentation pages via MCP

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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 (97 and 92 out of 100). GitLab MCP Server is hosted and callable through the gateway; Gitlab Docs runs on your own machine.

 GitLab MCP ServerGitlab Docs
User ratingNo reviews yetNo reviews yet
Safety gradeA97/100A92/100
AdoptionGrowingGrowing
GitHub stars373
Downloads / week249
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools3
Write actions
Price per callFreeFree
LicenceMITMIT
Last release2026-09-192026-09-16
CategoryDeveloper toolsDeveloper tools

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