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Market around ScholarScout

Open-source multi-agent research assistant that decomposes questions, searches arXiv and OpenAlex, reads papers, writes cited literature reviews, and verifies citations with critic and revision agents. Includes CLI, Streamlit, and MCP interfaces.

Visit github.com ↗Pricing page ↗
Pricing (0 buyer tiers · 1 plan)
Free plan available Free
As parsed from github.com/amnanazir101-maker/scholarscout on 2026-10-27.

Explore the market

Prices and medians update for the tier you select.

Compare at
ScholarScout · Pro
No Pro plan
—
Pro-agent median
$19.74
across 4 priced agents
vs Pro agents
No comparison
ScholarScout doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
38th pctile
65 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$19.74/mo
4 priced · —–— mid 50%
MCP servers · Pro median
$12.75/mo
4 priced · —–— mid 50%

Agents cost 1.5× MCP servers at the Pro tier.

Price spectrum · Pro plans · 10 of 11 providers priced · log scale · $1 → $29/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)ScholarScout has no comparable Pro price — not plotted

Products in this market

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

AAgents27Ranked by similarity
ScholarScoutthis listing
● AGENT
no public price
AnswerThis
● AGENT80% similar
no public price
PaperGuide AI
● AGENT78% similar
$1/mo Pro
-95% vs Pro median
Scite
● AGENT77% similar
no public price
Enago Read
● AGENT77% similar
no public price
Epsilon
● AGENT76% similar
no public price
Undermind
● AGENT75% similar
$1.33/mo Pro
-93% vs Pro median
ResearchPilot
● AGENT75% similar
no public price
Gpt Researcher 2
● AGENT74% similar
no public price
Wjarr Ai Research
● AGENT74% similar
no public price
Corvus Agent
● AGENT74% similar
no public price
ScholarAI
● AGENT74% similar
$18.99/mo Pro
-4% vs Pro median
Research Claw
● AGENT73% similar
no public price
Researchpal
● AGENT73% similar
$9/mo Pro
-54% vs Pro median
Perplexity Pro
● AGENT72% similar
no public price
Ai Assistant
● AGENT72% similar
$15.42/mo Pro
-22% vs Pro median
Nulliverba Research Discovery Agent
● AGENT72% similar
no public price
PaperPilot
● AGENT72% similar
no public price
SciPaper Harness
● AGENT72% similar
no public price
Scienceclaw
● AGENT72% similar
no public price
Arxie
● AGENT72% similar
no public price
Feynman
● AGENT71% similar
no public price
Examples
● AGENT71% similar
no public price
Bedrock Deep Research Agent
● AGENT71% similar
no public price
Research Assistant
● AGENT70% similar
no public price
AR
ARIA
● AGENT70% similar
no Pro plan
entry $15/mo
Web of Science AI Research Assistant
● AGENT70% similar
no public price
MMCP servers13Ranked by similarity
autosearch
● MCP75% similar
$29/mo Pro
+127% vs Pro median
arXiv MCP
● MCP74% similar
no public price
Paperpiggy
● MCP74% similar
no public price
Openalex Research
● MCP74% similar
no public price
Lune Research
● MCP74% similar
$4.99/mo Pro
-61% vs Pro median
AI Research Assistant MCP
● MCP71% similar
no public price
Scholar Feed
● MCP71% similar
$18/mo Pro
+41% vs Pro median
Manusights Connector API
● MCP71% similar
no public price
dsh-lit-search-mcp
● MCP70% similar
no public price
Find Research Papers
● MCP70% similar
no public price
Tianshu-Research
● MCP70% similar
no public price
Corpuscribe
● MCP70% similar
no public price
Scopus Plus MCP
● MCP70% similar
no public price
OOther2Ranked by similarity
DSH Research AutoResearch
● OTHER74% similar
no public price
Knowra
● OTHER73% similar
no public price
PPlatforms2Ranked by similarity
Papersflow
● PLATFORM73% similar
$20/mo Pro
OpenResearch
● PLATFORM71% 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.