Mmcp.market

Head to head

Gitcontribute vs BenchBoss

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

Gitcontributeio.github.morluto/gitcontribute
A
No reviews yet

Local-first GitHub contribution research workbench

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BenchBossio.github.p4stoboy/benchboss
C
No reviews yet

Play Chess, RPS-N and Safehouse Protocol via MCP. Public replays; GitHub verification required.

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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 Gitcontribute (92/100 against 57). Gitcontribute has noticeably more public adoption.

 GitcontributeBenchBoss
User ratingNo reviews yetNo reviews yet
Safety gradeA92/100C57/100
AdoptionGrowingNew
GitHub stars3–
Downloads / week148556
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools—11
Write actions—4
Price per callFreeFree
LicenceMITMIT
Last release2026-09-14—
CategoryDeveloper toolsDeveloper tools

Other comparisons

Gitcontribute vs Superpowers.socialGitcontribute vs GitHubGitcontribute vs uploads.shGitcontribute vs Agent HarnessesGitcontribute vs AWS MCP ServerAll Developer tools servers