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Market around scholaraio

Research infrastructure for AI agents. Enables agents to search, read, analyze, and write academic papers through natural language via CLI or Claude integration, with PDF ingestion, hybrid search, citation graphs, and writing workflows.

Visit zimoliao.github.io ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
scholaraio · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
scholaraio doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
92nd pctile
669 strong substitutes
Price momentum · 31d
+2.2%
Agents · Pro median
$22.5/mo
4 priced · $8.25–$36.99 mid 50%
MCP servers · Pro median
$7/mo
3 priced · $5.35–$53 mid 50%
Platforms · Pro median
$28/mo
3 priced · $24–$47 mid 50%

Agents cost 3.2× MCP servers at the Pro tier.

Price spectrum · Pro plans · 6 of 8 providers priced · log scale · $3.69 → $99/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)scholaraio has no comparable Pro price — not plotted

Products in this market

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

FFrameworks10Ranked by relevance
scholaraiothis listing
● FRAMEWORK · relevance 100%
no public price
totem
● FRAMEWORK · relevance 77%
no public price
zensystem
● FRAMEWORK · relevance 76%
no Pro plan
entry $16/mo
axi
● FRAMEWORK · relevance 75%
no public price
AI DevKit
● FRAMEWORK · relevance 75%
no public price
ethos_agent
● FRAMEWORK · relevance 75%
no public price
bitloops
● FRAMEWORK · relevance 75%
no public price
spec_driven_develop
● FRAMEWORK · relevance 75%
no public price
deep_research_ai_agent
● FRAMEWORK · relevance 75%
no public price
agent_design_system
● FRAMEWORK · relevance 74%
no public price
MMCP servers22Ranked by relevance
AI
AI Research Assistant
● MCP · relevance 83%
no public price
arxiv_reader_mcp
● MCP · relevance 81%
no public price
scholar_search_mcp
● MCP · relevance 80%
no public price
jina_mcp_server
● MCP · relevance 80%
no public price
citeme
● MCP · relevance 80%
$3.69/mo Pro
-47% vs Pro median
openalex_research_mcp
● MCP · relevance 79%
no public price
bgpt_mcp
● MCP · relevance 78%
no public price
web_researcher_mcp
● MCP · relevance 78%
no public price
PaperPilot
● MCP · relevance 78%
$99/mo Pro
+1314% vs Pro median
SciWeave MCP Server
● MCP · relevance 78%
no public price
paperclip_2
● MCP · relevance 78%
no public price
paper_search_mcp
● MCP · relevance 77%
no public price
Vist
● MCP · relevance 76%
$7/mo Pro
0% vs Pro median
find_research_papers_mcp
● MCP · relevance 76%
no public price
rival_search_mcp
● MCP · relevance 76%
no public price
pubmed_search_mcp_2
● MCP · relevance 76%
no public price
MCP Toolserver
● MCP · relevance 75%
no public price
Web Search MCP
● MCP · relevance 75%
no public price
SE
Semantic Scholar Academic Research MCP
● MCP · relevance 75%
no Pro plan
entry $10/mo
onchain_agents
● MCP · relevance 75%
no public price
browseai_dev
● MCP · relevance 75%
no public price
autosearch
● MCP · relevance 75%
no public price
PPlatforms1Ranked by relevance
papersflow
● PLATFORM · relevance 79%
$20/mo Pro
-29% vs Pro median
OOther11Ranked by relevance
freesearchx
● OTHER · relevance 79%
no public price
research_agent_skills
● OTHER · relevance 79%
no public price
paper_read_skill
● OTHER · relevance 78%
no public price
agent_readiness_studio
● OTHER · relevance 76%
no public price
agent_reach
● OTHER · relevance 76%
no public price
great_writer
● OTHER · relevance 76%
no public price
skills
● OTHER · relevance 75%
no public price
sci_papers_downloader
● OTHER · relevance 75%
no public price
really_artificial
● OTHER · relevance 75%
no public price
manus_skills
● OTHER · relevance 75%
no public price
github_ashishpatel26500aiagent
● OTHER · relevance 75%
no public price
AAgents5Ranked by relevance
researchpal
● AGENT · relevance 78%
$9/mo Pro
-60% vs Pro median
scienceclaw
● AGENT · relevance 78%
no public price
bedrock_deep_research_agent
● AGENT · relevance 75%
no public price
lattics
● AGENT · relevance 75%
$5.99/mo Pro
-73% vs Pro median
DeepCode
● AGENT · relevance 75%
no public price
AAPIs1Ranked by relevance
Exa Deep Research API
● API · relevance 76%
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.