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Market around vibe_research

Open-source personal AI trading research system for Chinese A-shares, US stocks, and Hong Kong stocks. Aggregates market data, research reports, valuations, financials, and news into a dashboard where users connect their own AI for analysis and insights.

Visit viberesearch.wiki ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Vibe Research · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Vibe Research doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
54th pctile
85 strong substitutes
Price momentum · 31d
+92.1%
Agents · Pro median
$39/mo
3 priced · $27.5–$54 mid 50%
MCP servers · Pro median
$44.92/mo
8 priced · $26.5–$84 mid 50%
Platforms · Pro median
$14.99/mo
2 priced · $12.49–$17.49 mid 50%

Agents cost 0.9× MCP servers at the Pro tier.

Price spectrum · Pro plans · 9 of 11 providers priced · log scale · $9.99 → $999/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Vibe Research has no comparable Pro price — not plotted

Products in this market

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

OOther3Ranked by relevance
vibe_researchthis listing
● OTHER · relevance 100%
no public price
daisy_financial_research
● OTHER · relevance 84%
no public price
stock_analysis
● OTHER · relevance 79%
no public price
AAgents18Ranked by relevance
dsa_stock_analysis
● AGENT · relevance 85%
no public price
portfolio_daily_tracker
● AGENT · relevance 83%
no public price
stock_report_agent
● AGENT · relevance 83%
no public price
panwatch
● AGENT · relevance 82%
no public price
nexus_caiwu_agent
● AGENT · relevance 80%
no public price
opptrix
● AGENT · relevance 79%
no public price
vibe_astock
● AGENT · relevance 76%
no public price
Tradytics AI Trading Platform
● AGENT · relevance 75%
$69/mo Pro
+77% vs Pro median
smart_stock_agent
● AGENT · relevance 75%
no public price
cairniq
● AGENT · relevance 75%
no public price
Trading Agents
● AGENT · relevance 75%
no public price
kavout
● AGENT · relevance 74%
$16/mo Pro
-59% vs Pro median
finsight_ai
● AGENT · relevance 74%
no public price
investment_news
● AGENT · relevance 74%
no public price
TradeZing AI Platform
● AGENT · relevance 73%
no public price
ment_tech_ai_trading
● AGENT · relevance 73%
no public price
intrynsic
● AGENT · relevance 72%
no public price
optimai
● AGENT · relevance 71%
no public price
PPlatforms5Ranked by relevance
Hanai Worth
● PLATFORM · relevance 82%
no public price
lingtrade
● PLATFORM · relevance 78%
no public price
MarketCrew
● PLATFORM · relevance 76%
no public price
stock_agent
● PLATFORM · relevance 74%
no public price
equibles
● PLATFORM · relevance 72%
$9.99/mo Pro
-33% vs Pro median
MMCP servers24Ranked by relevance
cn_financial_mcp
● MCP · relevance 80%
no public price
mcp_aktools
● MCP · relevance 79%
no public price
stock_sdk_mcp
● MCP · relevance 79%
no public price
Longbridge
● MCP · relevance 78%
no public price
hermes_finance
● MCP · relevance 78%
no public price
AK
akyla_financial_data
● MCP · relevance 75%
no Pro plan
entry $500/mo
stock_mcp
● MCP · relevance 75%
no public price
akshare_one_mcp
● MCP · relevance 74%
no public price
aletaindex
● MCP · relevance 73%
no public price
wisesheets
● MCP · relevance 73%
$19/mo Pro
-58% vs Pro median
unclestock_mcp
● MCP · relevance 73%
no public price
FinSight
● MCP · relevance 73%
no public price
leeway_financial_data
● MCP · relevance 73%
no Pro plan
entry $48/mo
investor_agent
● MCP · relevance 73%
no public price
tapetide_mcp
● MCP · relevance 73%
$999/mo Pro
+2124% vs Pro median
investsights
● MCP · relevance 72%
no public price
korean_stocks
● MCP · relevance 72%
no public price
Tencent Stock MCP
● MCP · relevance 72%
no public price
Drillr — The financial MCP for AI agents
● MCP · relevance 72%
$29/mo Pro
-35% vs Pro median
china_a_shares_mcp
● MCP · relevance 72%
no public price
signal8
● MCP · relevance 71%
$40.83/mo Pro
-9% vs Pro median
SQ
squeezeos
● MCP · relevance 71%
$79/mo Pro
+76% vs Pro median
shibui_finance
● MCP · relevance 71%
no public price
valuein
● MCP · relevance 71%
$49/mo Pro
+9% vs Pro median

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.