Mmcp.market

Head to head

Cal Auto Python 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.

Cal Auto Pythonio.github.danielsousaoliveira/cal-auto-python
B
No reviews yet

Schedule a GitHub Projects backlog into Google Calendar, as a CLI or an MCP server.

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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 (83 and 83 out of 100). Gitlab has noticeably more public adoption.

 Cal Auto PythonGitlab
User ratingNo reviews yetNo reviews yet
Safety gradeB83/100B83/100
AdoptionGrowingWidely used
GitHub stars02.0k
Downloads / week5768k
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools8100
Write actions245
Price per callFreeFree
LicenceMITMIT
Last release2026-09-102026-09-19
CategoryDeveloper toolsDeveloper tools

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