Mmcp.market

Head to head

Useful Utilities vs Mellos Mapping

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

Useful Utilitiesio.github.aksp200/useful-utilities
C
No reviews yet

63 tools an LLM can't do alone, in focused subsets: file edits, live data, real checksums.

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Mellos Mappingio.github.GuangminJu/mellos-mapping
A
No reviews yet

Live layered dependency map for bottom-up development, drawn by the agent in a terminal pane.

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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 Mellos Mapping (85/100 against 57). Useful Utilities is hosted and callable through the gateway; Mellos Mapping runs on your own machine. Mellos Mapping has noticeably more public adoption.

 Useful UtilitiesMellos Mapping
User ratingNo reviews yetNo reviews yet
Safety gradeC57/100A85/100
AdoptionNewEstablished
GitHub stars64
Downloads / week554
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools
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Price per callFreeFree
LicenceMIT
Last release2026-09-19
CategoryAI and agentsAI and agents

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