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Market around Paper RAG

Open-source scientific literature RAG system for incrementally ingesting PDFs, retrieving source sections, inspecting evidence provenance, auditing citations, and exploring bounded citation networks through Codex skills and read-only MCP tools.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Paper RAG · Pro
No Pro plan
—
Pro-MCP server median
$32.77
across 3 priced MCP servers
vs Pro MCP servers
No comparison
Paper RAG doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
61st pctile
212 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$32.77/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 4 of 4 providers priced · log scale · $18 → $80/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Paper RAG has no comparable Pro price — not plotted

Products in this market

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

MMCP servers48Ranked by similarity
Paper RAGthis listing
● MCP
no public price
paper-library
● MCP81% similar
no public price
Farr Cite
● MCP80% similar
no public price
Noodle Biomedical Literature Discovery MCP
● MCP80% similar
no public price
SSRN Research Companion MCP
● MCP78% similar
no public price
SM
Smry Public Reader
● MCP78% similar
$80/mo Pro
+144% vs Pro median
Scientific Papers
● MCP78% similar
no public price
Scientist Literature Browser MCP
● MCP78% similar
no public price
FactCheck MCP Pack
● MCP77% similar
no public price
Find Research Papers
● MCP77% similar
no public price
LitSearch II
● MCP77% similar
no public price
Web Researcher
● MCP76% similar
no public price
PU
Pubmed
● MCP76% similar
no public price
Paper Scout MCP
● MCP76% similar
no public price
Space Frontiers
● MCP76% similar
no public price
med-lit-mcp
● MCP76% similar
no public price
Scinews
● MCP76% similar
no public price
Bgpt
● MCP75% similar
no public price
Journal Scout MCP
● MCP75% similar
no public price
arxiv-mcp-server
● MCP75% similar
no public price
Scholar Library
● MCP75% similar
no public price
autosearch
● MCP75% similar
$29/mo Pro
-12% vs Pro median
Orfa Public Read
● MCP75% similar
no public price
Paperfind
● MCP75% similar
no public price
Pubmed Search Mcp 2
● MCP75% similar
no public price
okbase
● MCP74% similar
no public price
biomcp1
● MCP74% similar
no public price
search-gateway
● MCP74% similar
no public price
Openpapers
● MCP74% similar
no public price
OpenPapers
● MCP74% similar
no public price
CY
Cyanheads Datacite
● MCP74% similar
no public price
Company Brain
● MCP74% similar
no public price
arXiv MCP
● MCP74% similar
no public price
PaperClaw Research Companion
● MCP74% similar
no public price
Keyless Research MCP
● MCP74% similar
no public price
Library of Alexandria
● MCP74% similar
no public price
Gigaxity Deep Research
● MCP74% similar
no public price
Corpuscribe
● MCP74% similar
no public price
ForgeMesh Library
● MCP74% similar
no public price
DeepResearch MCP Server
● MCP73% similar
no public price
Scholar Feed
● MCP73% similar
$18/mo Pro
-45% vs Pro median
PubMed MCP
● MCP73% similar
no public price
arXiv Researcher
● MCP73% similar
no public price
ResearchMind MCP
● MCP73% similar
no public price
Pubmed Search
● MCP73% similar
no public price
DocuGraph MCP
● MCP73% similar
no public price
Agent Librarian MCP
● MCP73% similar
no public price
CY
Cyanheads Zenodo
● MCP73% similar
no public price
PPlatforms2Ranked by similarity
Amass
● PLATFORM75% similar
$39/mo Pro
GAIP
● PLATFORM74% similar
no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.