Mmcp.market

Head to head

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.

GitLab MCP Serverio.github.jmrplens/gitlab-mcp-server
A
No reviews yet

Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.

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Gitlabio.github.vish288/mcp-gitlab
B
No reviews yet

MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours GitLab MCP Server (97/100 against 83). GitLab MCP Server is hosted and callable through the gateway; Gitlab runs on your own machine.

 GitLab MCP ServerGitlab
User ratingNo reviews yetNo reviews yet
Safety gradeA97/100B83/100
AdoptionGrowingGrowing
GitHub stars376
Downloads / week–933
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools—83
Write actions—38
Price per callFreeFree
LicenceMITMIT
Last release2026-09-192026-09-20
CategoryDeveloper toolsDeveloper tools

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