Mmcp.market

Head to head

Utility Matrix vs Browserbase

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

Utility Matrixio.github.helphub369/utility-matrix
C
No reviews yet

Free browser-based calculators and analyzers for cloud cost, DevOps, security, and data governance.

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Browserbaseio.github.mindstone/mcp-server-browserbase
A
No reviews yet

Browserbase MCP server: cloud browser sessions, agents, contexts, fetch, search, functions

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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 Browserbase (85/100 against 58). Utility Matrix is hosted and callable through the gateway; Browserbase runs on your own machine. Browserbase has noticeably more public adoption.

 Utility MatrixBrowserbase
User ratingNo reviews yetNo reviews yet
Safety gradeC58/100A85/100
AdoptionNewGrowing
GitHub stars–12
Downloads / week–28
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools—53
Write actions—17
Price per callFreeFree
Licence—NOASSERTION
Last release—2026-09-13
CategoryScraping and browsingScraping and browsing

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