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Market around Scholar Feed

Search 600,000+ CS/AI/ML research papers with LLM-generated novelty analysis, without leaving Claude Code, Cursor, or any MCP client. Built for researchers running a literature review where they already work: search, trace citations, pull full text, and export BibTeX in the same

Visit scholarfeed.org ↗Pricing page ↗
Pricing (1 buyer tier · 2 plans)
Free plan available Free
As parsed from scholarfeed.org/pricing on 2026-08-31.

Explore the market

Prices and medians update for the tier you select.

Compare at
Scholar Feed · Pro
$18/mo
Pro plan
Pro-MCP server median
$29
across 5 priced MCP servers
vs Pro MCP servers
38% below
below Pro MCP servers
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
30th pctile
5 competing vendors
Comparable listings · 30d
Flat
driven by autosearch $35.88→$35.89
Agents · Pro median
$12.21/mo
4 priced · $7.08–$21.56 mid 50%
MCP servers · Pro median
$29/mo
5 priced · $18–$49 mid 50%
Platforms · Pro median
$28/mo
3 priced · $24–$47 mid 50%

Agents cost 0.4× MCP servers at the Pro tier.

Price spectrum · Pro plans · 8 of 12 providers priced · log scale · $1.33 → $80/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)large ringed dot = Scholar Feed ($18/mo)

Products in this market

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

MMCP servers30Ranked by relevance
Scholar Feedthis listing
● MCP · relevance 100%
$18/mo Pro
-38% vs Pro median
autosearch
● MCP · relevance 75%
$29/mo Pro
0% vs Pro median
HI
hicss-rag-test
● MCP · relevance 75%
no Pro plan
entry $10/mo
openalex_research_mcp
● MCP · relevance 74%
no public price
pubmed_search_mcp_2
● MCP · relevance 74%
no public price
autosearch
● MCP · relevance 73%
no public price
bgpt_mcp
● MCP · relevance 73%
no public price
paper_search_mcp
● MCP · relevance 73%
no public price
SP
SparkForge
● MCP · relevance 72%
$0.05 usage Pro
not monthly-comparable
AI
AI Research Assistant
● MCP · relevance 72%
no public price
browseai_dev
● MCP · relevance 72%
no public price
arxiv-mcp-server
● MCP · relevance 72%
no public price
SciWeave MCP Server
● MCP · relevance 71%
no public price
Zambo AI Tools
● MCP · relevance 71%
$49/mo Pro
+69% vs Pro median
SM
smry_public_reader
● MCP · relevance 71%
$80/mo Pro
+176% vs Pro median
artificial_wasteland
● MCP · relevance 71%
no public price
synorive
● MCP · relevance 71%
no public price
web_researcher_mcp
● MCP · relevance 70%
no public price
search-gateway
● MCP · relevance 70%
no public price
AG
agentwings_exa_mcp_server
● MCP · relevance 69%
no Pro plan
entry $10/mo
find_research_papers_mcp
● MCP · relevance 69%
no public price
paperpiggy
● MCP · relevance 69%
no public price
sophotron
● MCP · relevance 69%
no public price
OokCite MCP Server
● MCP · relevance 69%
no public price
argus_mcp
● MCP · relevance 68%
no public price
yargiai
● MCP · relevance 68%
no Pro plan
entry $10/mo
scientific_papers_mcp
● MCP · relevance 68%
no public price
AL
alexandria
● MCP · relevance 68%
no public price
kotlin_lib_mcp
● MCP · relevance 68%
no public price
MCP Toolserver
● MCP · relevance 68%
no public price
PPlatforms2Ranked by relevance
papersflow
● PLATFORM · relevance 77%
$20/mo Pro
-29% vs Pro median
canonry
● PLATFORM · relevance 68%
no public price
AAgents14Ranked by relevance
enago_read
● AGENT · relevance 75%
no public price
Undermind
● AGENT · relevance 74%
$1.33/mo Pro
-89% vs Pro median
researchpal
● AGENT · relevance 73%
$9/mo Pro
-26% vs Pro median
ResearchRabbit
● AGENT · relevance 72%
no public price
Feynman
● AGENT · relevance 71%
no public price
scienceclaw
● AGENT · relevance 70%
no public price
research_workflow_assistant
● AGENT · relevance 70%
no public price
lumen
● AGENT · relevance 70%
no public price
literature_review_skill
● AGENT · relevance 70%
no public price
ai_assistant
● AGENT · relevance 69%
$15.42/mo Pro
+26% vs Pro median
AnswerThis
● AGENT · relevance 69%
no public price
Web of Science AI Research Assistant
● AGENT · relevance 68%
no public price
bedrock_deep_research_agent
● AGENT · relevance 68%
no public price
continua_ai
● AGENT · relevance 68%
no public price
AAPIs1Ranked by relevance
Semantic Scholar
● API · relevance 72%
no public price
OOther1Ranked by relevance
paper_read_skill
● OTHER · relevance 70%
no public price
FFrameworks2Ranked by relevance
scholaraio
● FRAMEWORK · relevance 69%
no public price
research_hub_pipeline
● FRAMEWORK · relevance 68%
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.