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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 ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Top Paper Retriever · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Top Paper Retriever doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
48th pctile
70 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$15.42/mo
5 priced · $9–$18.99 mid 50%
Platforms · Pro median
$28/mo
3 priced · $24–$47 mid 50%
Price spectrum · Pro plans · 7 of 13 providers priced · log scale · $1.33 → $20/mo
Agents MCP servers 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.

OOther3Ranked by similarity
Top Paper Retrieverthis listing
● OTHER
no public price
sci_papers_downloader
● OTHER77% similar
no public price
yorkeccakscientificskills
● OTHER72% similar
no public price
MMCP servers25Ranked by similarity
paper_search_mcp
● MCP80% similar
no public price
AI
AI Research Assistant
● MCP79% similar
no public price
scholar_search_mcp
● MCP77% similar
no public price
web_researcher_mcp
● MCP77% similar
no public price
AI Research Assistant MCP
● MCP76% similar
no public price
google_scholar_mcp
● MCP76% similar
no public price
find_research_papers_mcp
● MCP76% similar
no public price
SE
Semantic Scholar Academic Research MCP
● MCP74% similar
no Pro plan
entry $10/mo
openalex_research_mcp
● MCP74% similar
no public price
WebVector
● MCP74% similar
no public price
scopus_mcp
● MCP74% similar
no public price
PaperPilot
● MCP74% similar
no public price
arXiv
● MCP74% similar
no Pro plan
entry $10/mo
context_awesome
● MCP73% similar
no public price
pubmed_search_mcp_2
● MCP73% similar
no public price
arxiv_mcp_server
● MCP73% similar
no public price
sophotron
● MCP72% similar
no public price
paperclip_2
● MCP72% similar
no public price
jina_mcp_server
● MCP71% similar
no public price
citeme
● MCP71% similar
$3.69/mo Pro
Scholar Feed
● MCP71% similar
$18/mo Pro
bgpt_mcp
● MCP71% similar
no public price
SciWeave MCP Server
● MCP71% similar
no public price
browseai_dev
● MCP70% similar
no public price
autosearch
● MCP70% similar
no public price
AAPIs7Ranked by similarity
Semantic Scholar
● API79% similar
no public price
Exa Deep Research API
● API75% similar
no public price
community_skills
● API72% similar
$29 usage Pro
not monthly-comparable
Syntology
● API72% similar
no Pro plan
entry $12/mo
guanlan
● API72% similar
no public price
Valyu AI Search API
● API71% similar
no public price
FactsAI
● API70% similar
no public price
AAgents13Ranked by similarity
enago_read
● AGENT79% similar
no public price
Undermind
● AGENT77% similar
$1.33/mo Pro
-91% vs Pro median
scienceclaw
● AGENT76% similar
no public price
researchpal
● AGENT75% similar
$9/mo Pro
-42% vs Pro median
bedrock_deep_research_agent
● AGENT73% similar
no public price
PaperGuide AI
● AGENT73% similar
no public price
ResearchRabbit
● AGENT73% similar
no public price
ai_assistant
● AGENT73% similar
$15.42/mo Pro
0% vs Pro median
AR
ARIA
● AGENT73% similar
no Pro plan
entry $15/mo
arxie
● AGENT73% similar
no public price
ScholarAI
● AGENT72% similar
$18.99/mo Pro
+23% vs Pro median
Corti's PubMed Expert agent
● AGENT71% similar
no Pro plan
entry $1000/mo
wjarr_ai_research
● AGENT70% similar
no public price
PPlatforms1Ranked by similarity
papersflow
● PLATFORM75% similar
$20/mo Pro
-29% vs Pro median
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.