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Market around Google Scholar

MCP server providing Google Scholar search capabilities via HTTP transport. Enables AI models to query academic papers and research through streamable protocol.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Google Scholar Mcp · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
Google Scholar Mcp doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
54th pctile
14 competing vendors
Comparable listings · 30d
Flat
limited data · 0 priced comparables
Price spectrum · Pro plans · 4 of 6 providers priced · log scale · $1.33 → $30/mo
Agents MCP servers APIs◻ shaded = middle 50% · line = median (all types)Google Scholar Mcp has no comparable Pro price — not plotted

Products in this market

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

MMCP servers38Ranked by similarity
Google Scholarthis listing
● MCP
no public price
Google Scholar MCP
● MCP85% similar
no public price
Journal Scout MCP
● MCP80% similar
no public price
OpenAbstracts
● MCP79% similar
no public price
Google Scholar
● MCP79% similar
no public price
SE
Semantic Scholar Academic Research MCP
● MCP78% similar
no public price
Scholar Search
● MCP78% similar
no public price
Scopus
● MCP78% similar
no public price
Web Researcher
● MCP77% similar
no public price
Find Research Papers
● MCP76% similar
no public price
PaperPilot
● MCP76% similar
no public price
Paper Search
● MCP76% similar
no public price
Top Paper Retriever
● MCP76% similar
no public price
Cite42
● MCP75% similar
no public price
Pubmedwatch
● MCP75% similar
no public price
Anima Use Google
● MCP74% similar
no public price
Scopus MCP
● MCP74% similar
no public price
Paperclip 2
● MCP74% similar
no public price
Pubmed Search Mcp 2
● MCP74% similar
no public price
WE
Web Scraper
● MCP73% similar
no public price
Bgpt
● MCP73% similar
no public price
ScraperAPI MCP
● MCP73% similar
no public price
Openalex Research
● MCP73% similar
no public price
Web Forager
● MCP73% similar
no public price
Parallel Web Search
● MCP73% similar
no public price
WebVector
● MCP72% similar
no public price
Websearch Mcpserver
● MCP72% similar
no public price
Google SERP API
● MCP72% similar
$29/mo Pro
Google RSS MCP
● MCP72% similar
no public price
Web Search MCP
● MCP72% similar
no public price
Cloro
● MCP72% similar
$30/mo Pro
Context Awesome
● MCP72% similar
no public price
Mcp Searchengine
● MCP71% similar
no public price
Serphouse
● MCP71% similar
no public price
Serpdive
● MCP71% similar
no Pro plan
entry $18/mo
Jina
● MCP71% similar
no public price
CORE Research MCP
● MCP71% similar
no public price
ArXivLens MCP
● MCP71% similar
no public price
OOther3Ranked by similarity
LitSearch II
● OTHER76% similar
no public price
Sci Papers Downloader
● OTHER75% similar
no public price
DeepResearch MCP Server
● OTHER74% similar
no public price
FFrameworks1Ranked by similarity
Scholaraio
● FRAMEWORK73% similar
no public price
AAPIs5Ranked by similarity
Web Search, News & Page Reader
● API72% similar
no public price
Exa Deep Research API
● API72% similar
no public price
Valyu
● API71% similar
$29/mo Pro
Community Skills
● API71% similar
$29 usage Pro
not monthly-comparable
Exa
● API71% similar
no public price
AAgents3Ranked by similarity
Undermind
● AGENT72% similar
$1.33/mo Pro
Scienceclaw
● AGENT71% similar
no public price
PaperPilot
● AGENT71% 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.