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Docs Ask (local docs RAG) 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.

Docs Ask (local docs RAG)io.github.alyiox/mcp-docs-ask
A
No reviews yet

Local RAG MCP for markdown documentation. Retrieval only; host synthesizes answers.

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Docscom.redpanda/docs-mcp
C
No reviews yet

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

 Docs Ask (local docs RAG)Docs
User ratingNo reviews yetNo reviews yet
Safety gradeA92/100C57/100
AdoptionGrowingNew
GitHub stars0–
Downloads / week84–
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools36
Write actions—1
Price per callFreeFree
LicenceMIT—
Last release2026-09-19—
CategoryProductivityProductivity

Other comparisons

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