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Market around lumen

A local-first AI research workbench for independent researchers. It reads PDF papers, discusses findings, and writes structured reports into a workspace using configurable DeepSeek, Claude, or OpenAI-compatible models.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
lumen · Pro
No Pro plan
—
Pro-agent median
$13.99
across 12 priced agents
vs Pro agents
No comparison
lumen doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
51st pctile
74 strong substitutes
Price momentum · 31d
+15.9%
Agents · Pro median
$13.99/mo
12 priced · $9.75–$20.49 mid 50%
MCP servers · Pro median
$18/mo
1 priced · $18–$18 mid 50%
Platforms · Pro median
$28/mo
3 priced · $24–$47 mid 50%

Agents cost 0.8× MCP servers at the Pro tier.

Price spectrum · Pro plans · 11 of 12 providers priced · log scale · $1.33 → $20/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)lumen has no comparable Pro price — not plotted

Products in this market

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

AAgents34Ranked by relevance
lumenthis listing
● AGENT · relevance 100%
no public price
researchpal
● AGENT · relevance 79%
$9/mo Pro
-36% vs Pro median
ai_assistant
● AGENT · relevance 78%
$10.83/mo Pro
-23% vs Pro median
arxie
● AGENT · relevance 78%
no public price
pdfpeer
● AGENT · relevance 77%
$14.99/mo Pro
+7% vs Pro median
langgraph4j_deep_researcher
● AGENT · relevance 76%
no public price
epsilon
● AGENT · relevance 75%
no public price
citelocal_agent
● AGENT · relevance 75%
no public price
google_notebooklm
● AGENT · relevance 75%
no public price
copaper_ai
● AGENT · relevance 75%
no public price
ScholarAI
● AGENT · relevance 74%
$18.99/mo Pro
+36% vs Pro median
lattics
● AGENT · relevance 74%
$5.99/mo Pro
-57% vs Pro median
aiagentdocs
● AGENT · relevance 74%
$12.99/mo Pro
-7% vs Pro median
continua_ai
● AGENT · relevance 73%
no public price
bedrock_deep_research_agent
● AGENT · relevance 73%
no public price
enago_read
● AGENT · relevance 73%
no public price
scienceclaw
● AGENT · relevance 73%
no public price
hyperwrite_text_extractor
● AGENT · relevance 72%
$1.33/mo Pro
-90% vs Pro median
PubMed.ai
● AGENT · relevance 72%
no public price
wjarr_ai_research
● AGENT · relevance 72%
no public price
AnswerThis
● AGENT · relevance 72%
no public price
corvus_agent
● AGENT · relevance 71%
no public price
smallpdf_ai_assistant
● AGENT · relevance 71%
$10/mo Pro
-29% vs Pro median
1min_ai_pdf_chat
● AGENT · relevance 71%
no public price
deep_research_2
● AGENT · relevance 71%
no public price
reducto
● AGENT · relevance 71%
no public price
ARI (Advanced Research & Insights)
● AGENT · relevance 71%
no public price
Web Design Agency AI Review Assistant
● AGENT · relevance 70%
$15/mo Pro
+7% vs Pro median
PaperGuide AI
● AGENT · relevance 70%
no public price
Research Agent
● AGENT · relevance 70%
no public price
ResearchRabbit
● AGENT · relevance 70%
no public price
Researcher Agent
● AGENT · relevance 70%
no public price
boei_pdf_ai
● AGENT · relevance 70%
no Pro plan
entry $19/mo
Research Agent
● AGENT · relevance 70%
no public price
PPlatforms4Ranked by relevance
papersflow
● PLATFORM · relevance 81%
$20/mo Pro
-29% vs Pro median
neverwrite
● PLATFORM · relevance 71%
no public price
openscience
● PLATFORM · relevance 70%
no public price
arhub
● PLATFORM · relevance 70%
no public price
MMCP servers6Ranked by relevance
texflow_mcp
● MCP · relevance 73%
no public price
Local Research Library MCP
● MCP · relevance 73%
no public price
paper_search_mcp
● MCP · relevance 72%
no public price
SciWeave MCP Server
● MCP · relevance 72%
no public price
pdf_mcp_2
● MCP · relevance 71%
no public price
Scholar Feed
● MCP · relevance 70%
$18/mo Pro
AAPIs2Ranked by relevance
OpenAI Deep Research API
● API · relevance 73%
no public price
Deep Research Max
● API · relevance 71%
no public price
FFrameworks2Ranked by relevance
scholaraio
● FRAMEWORK · relevance 73%
no public price
deep_research_ai_agent
● FRAMEWORK · relevance 71%
no public price
OOther2Ranked by relevance
paper_read_skill
● OTHER · relevance 71%
no public price
overleaf_skill
● OTHER · relevance 70%
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.