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Head to head

Local Rag vs PageIndex MCP

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

Local Ragio.github.shinpr/mcp-local-rag
A
No reviews yet

Easy-to-setup local RAG server with minimal configuration

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PageIndex MCPio.github.VectifyAI/pageindex-mcp
C
No reviews yet

Reasoning-based RAG system for chatting with long PDFs. Supports local and online files.

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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 Local Rag (92/100 against 66). Local Rag has noticeably more public adoption.

 Local RagPageIndex MCP
User ratingNo reviews yetNo reviews yet
Safety gradeA92/100C66/100
AdoptionEstablishedGrowing
GitHub stars400391
Downloads / week4.8k47
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools—1
Write actions—1
Price per callFreeFree
LicenceMITMIT
Last release2026-09-182026-07-25
CategoryAI and agentsAI and agents

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