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Market around Top Paper Retriever

An MCP server, Python library, and CLI that uses an LLM and academic APIs to find, deduplicate, rank, and explain top-tier research papers by topic, venue, and quality criteria.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Top Paper Retriever · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
Top Paper Retriever doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
49th pctile
11 competing vendors
Comparable listings · 30d
Flat
limited data · 0 priced comparables
Agents · Pro median
$20.5/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 6 of 6 providers priced · log scale · $1 → $29/mo
Agents APIs Platforms◻ shaded = middle 50% · line = median (all types)Top Paper Retriever has no comparable Pro price — not plotted

Products in this market

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

MMCP servers29Ranked by similarity
Top Paper Retrieverthis listing
● MCP
no public price
OpenAbstracts
● MCP83% similar
no public price
Journal Scout MCP
● MCP82% similar
no public price
Paper Search
● MCP80% similar
no public price
Keyless Research MCP
● MCP79% similar
no public price
Scholar Search
● MCP77% similar
no public price
Web Researcher
● MCP77% similar
no public price
AI Research Assistant MCP
● MCP76% similar
no public price
Paper Finder MCP
● MCP76% similar
no public price
Google Scholar
● MCP76% similar
no public price
Find Research Papers
● MCP76% similar
no public price
ResearchMind MCP
● MCP75% similar
no public price
lit-search MCP
● MCP75% similar
no public price
LitSearch II
● MCP75% similar
no public price
Pubmedwatch
● MCP75% similar
no public price
Aigc Radar
● MCP75% similar
no public price
SE
Semantic Scholar Academic Research MCP
● MCP74% similar
no public price
Openalex Research
● MCP74% similar
no public price
WebVector
● MCP74% similar
no public price
Scopus
● MCP74% similar
no public price
PaperPilot
● MCP74% similar
no public price
ArXiv AI/CS Paper Search Structured Token-Diet Digest
● MCP74% similar
no public price
CORE Research MCP
● MCP74% similar
no public price
arXiv
● MCP74% similar
no public price
Context Awesome
● MCP73% similar
no public price
Pubmed Search Mcp 2
● MCP73% similar
no public price
Arxiv
● MCP73% similar
no public price
Radar Papers MCP
● MCP73% similar
no public price
ArXiv AI/CS Paper Search Structured Token-Diet Digest
● MCP73% similar
no public price
AAPIs7Ranked by similarity
Semantic Scholar
● API79% similar
no public price
Academic Research Intel
● API77% similar
no public price
Research Verification APIs
● API75% similar
no public price
Exa Deep Research API
● API75% similar
no public price
fitze-x402-seller
● API73% similar
no public price
Xtract Search API
● API73% similar
no public price
Valyu
● API73% similar
$29/mo Pro
AAgents10Ranked by similarity
Enago Read
● AGENT79% similar
no public price
PaperPilot
● AGENT78% similar
no public price
AI News & Research Navigator
● AGENT77% similar
no public price
Undermind
● AGENT77% similar
$1.33/mo Pro
-94% vs Pro median
Scienceclaw
● AGENT76% similar
no public price
Researchpal
● AGENT75% similar
$9/mo Pro
-56% vs Pro median
Bedrock Deep Research Agent
● AGENT73% similar
no public price
PaperGuide AI
● AGENT73% similar
$1/mo Pro
-95% vs Pro median
ResearchRabbit
● AGENT73% similar
no public price
Ai Assistant
● AGENT73% similar
$15.42/mo Pro
-25% vs Pro median
OOther2Ranked by similarity
Publishers MCP
● OTHER77% similar
no public price
Sci Papers Downloader
● OTHER77% similar
no public price
PPlatforms1Ranked by similarity
Papersflow
● PLATFORM75% similar
$20/mo Pro
FFrameworks1Ranked by similarity
Scholaraio
● FRAMEWORK74% 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.