Mmcp.market

Head to head

loci vs Docs

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

lociio.github.IvenKooLab/loci
A
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Cross-session memory and hybrid RAG over your notes and docs. Local-first, with cited answers.

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Docscom.redpanda/docs-mcp
C
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Get authoritative answers about Redpanda documentation and search API references.

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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 loci (92/100 against 57). Docs is hosted and callable through the gateway; loci runs on your own machine. loci has noticeably more public adoption.

 lociDocs
User ratingNo reviews yetNo reviews yet
Safety gradeA92/100C57/100
AdoptionEstablishedNew
GitHub stars95
Downloads / week201
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools6
Write actions1
Price per callFreeFree
LicenceMIT
Last release2026-09-19
CategoryProductivityProductivity

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