Mmcp.market

Head to head

AWS MCP Server vs gitlab-mcp

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

AWS MCP Serverio.github.YawLabs/aws-mcp
A
No reviews yet

AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-login

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gitlab-mcpio.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. The safety scan favours AWS MCP Server (91/100 against 75). gitlab-mcp has noticeably more public adoption.

 AWS MCP Servergitlab-mcp
User ratingNo reviews yetNo reviews yet
Safety gradeA91/100B75/100
AdoptionGrowingWidely used
GitHub stars52.0k
Downloads / week1.9k97k
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools——
Write actions——
Price per callFreeFree
LicenceMITMIT
Last release2026-09-152026-09-16
CategoryDeveloper toolsDeveloper tools

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