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Head to head

Scholar RAG MCP vs Total Agent Memory

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

Scholar RAG MCPio.github.notwhiteblank/scholar-rag-mcp
A
No reviews yet

Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.

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Total Agent Memoryio.github.vbcherepanov/total-agent-memory
A
No reviews yet

Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (92 and 85 out of 100). Total Agent Memory has noticeably more public adoption.

 Scholar RAG MCPTotal Agent Memory
User ratingNo reviews yetNo reviews yet
Safety gradeA92/100A85/100
AdoptionGrowingEstablished
GitHub stars468
Downloads / week47166
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools—76
Write actions—7
Price per callFreeFree
LicenceMITMIT
Last release2026-09-042026-09-15
CategoryAI and agentsAI and agents

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