Mmcp.market

Head to head

Gitcontribute vs AWS MCP Server

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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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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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 (92 and 91 out of 100).

 GitcontributeAWS MCP Server
User ratingNo reviews yetNo reviews yet
Safety gradeA92/100A91/100
AdoptionGrowingGrowing
GitHub stars35
Downloads / week1481.9k
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools——
Write actions——
Price per callFreeFree
LicenceMITMIT
Last release2026-09-142026-09-15
CategoryDeveloper toolsDeveloper tools

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