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Market around scholar-rag-mcp

An MCP server for building academic paper knowledge bases from PDF folders, with parsing, metadata extraction, semantic search, document retrieval, section reading, and chat through 11 stdio tools.

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Explore the market

Prices and medians update for the tier you select. Caution: thin market — treat statistics as indicative.

Compare at
scholar-rag-mcp · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
scholar-rag-mcp doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
41st pctile
9 competing vendors
Comparable listings · 30d
Flat
limited data · 0 priced comparables

No providers in this market have a Pro-tier plan — try another tier.

Products in this market

Ranked by how closely each one matches scholar-rag-mcp's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

MMCP servers26Ranked by similarity
scholar-rag-mcpthis listing
● MCP
no public price
OpenAbstracts
● MCP77% similar
no public price
AI Research Assistant MCP
● MCP74% similar
no public price
ResearchMind MCP
● MCP73% similar
no public price
Medium-Vault
● MCP73% similar
no public price
Journal Scout MCP
● MCP73% similar
no public price
arXiv
● MCP73% similar
no public price
pdfscope
● MCP73% similar
no public price
Scholar Search
● MCP72% similar
no public price
KN
Knowledge Base
● MCP72% similar
no public price
Paperclip 2
● MCP72% similar
no public price
Zotseek
● MCP72% similar
no public price
XueLab
● MCP72% similar
no public price
LitSearch II
● MCP72% similar
no public price
Document Operations
● MCP72% similar
no Pro plan
entry $54/mo
Keyless Research MCP
● MCP71% similar
no public price
paid-mcp-gate
● MCP71% similar
no public price
Pubmedwatch
● MCP71% similar
no public price
Xberg
● MCP70% similar
no public price
PaperPilot
● MCP70% similar
no public price
Paper Search
● MCP70% similar
no public price
Scibreak
● MCP70% similar
no public price
Infobroker
● MCP70% similar
no public price
Pdf Mcp 2
● MCP70% similar
no public price
RAG as MCP
● MCP70% similar
no public price
Pubmed Search Mcp 2
● MCP70% similar
no public price
OOther1Ranked by similarity
Publishers MCP
● OTHER74% similar
no public price
FFrameworks1Ranked by similarity
Scholaraio
● FRAMEWORK74% similar
no public price
AAgents1Ranked by similarity
KnowledgeAgent
● AGENT70% similar
no public price

Thin market — few comparable priced products; treat statistics as indicative.