Mmcp.market

Head to head

Docs Ask (local docs RAG) vs ai-context

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
?
No reviews yet

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

Full listing
ai-contextcom.vibgrate/ai-context
B
No reviews yet

Local-first MCP server: version-correct library docs, code map, and offline drift for your repo.

Full listing

The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. ai-context has noticeably more public adoption.

 Docs Ask (local docs RAG)ai-context
User ratingNo reviews yetNo reviews yet
Safety grade?B71/100
Adoption—Growing
GitHub stars–4
Downloads / week–2.2k
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools——
Write actions——
Price per callFreeFree
Licence—Apache-2.0
Last release—2026-09-17
CategoryProductivityProductivity

Other comparisons

Docs Ask (local docs RAG) vs coolifyDocs Ask (local docs RAG) vs MindwtrDocs Ask (local docs RAG) vs Obsidian Hybrid SearchDocs Ask (local docs RAG) vs OrchestKit Docs MCPDocs Ask (local docs RAG) vs lociAll Productivity servers