docs/nvidia_mcp_output_sample.md

NVDA - Aggregated Data from 6 MCPs

Sample output from fetch_all_research_data('NVDA', 'NVIDIA Corporation') showing standardized {source: {data: {...}}} structure across all MCP baskets.

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1. Fundamentals

Source	Metric	Value	data_type	as_of
sec_edgar	revenue	$130.5B	FY	2025-01-26
	net_income	$72.9B	FY	2025-01-26
	net_margin_pct	55.85%	FY	2025-01-26
	total_assets	$111.6B	FY	2025-01-26
	total_liabilities	$32.3B	FY	2025-01-26
	stockholders_equity	$79.3B	FY	2025-01-26
	rd_expense	$12.9B	FY	2025-01-26
	goodwill	$5.2B	FY	2025-01-26
yahoo_finance	total_debt	$10.8B	Point-in-time	2025-10-26
	operating_cash_flow	$83.2B	TTM	2025-10-26
	free_cash_flow	$53.3B	TTM	2025-10-26

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2. Valuation

Source	Metric	Value	data_type	as_of
yahoo_finance	current_price	$184.94	Spot	2026-01-12
	market_cap	$4.50T	Spot	2026-01-12
	enterprise_value	$4.44T	Spot	2026-01-12
	trailing_pe	45.89	TTM	2026-01-12
	forward_pe	24.38	Forward	2026-01-12
	ps_ratio	24.06	TTM	2026-01-12
	pb_ratio	37.80	Spot	2026-01-12
	trailing_peg	0.70	TTM	2026-01-12
	earnings_growth	66.7%	YoY	2026-01-12
	revenue_growth	62.5%	YoY	2026-01-12
alpha_vantage	ev_ebitda	37.31	TTM	2025-10-31

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3. Volatility

Source	Metric	Value	data_type	as_of
fred	vix	14.49	Daily	2026-01-09
	vxn	19.06	Daily	2026-01-09
yahoo_finance	beta	1.929	1Y	2026-01-12
	historical_volatility	27.1%	30D	2026-01-12
	implied_volatility	30.0%	Forward	2026-01-13 (is_estimated)

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4. Macro

Source	Metric	Value	data_type	as_of
bea	gdp_growth	4.3%	Quarterly	2025-09-30
bls	cpi_inflation	2.74%	Monthly	2025-11-30
	unemployment	4.4%	Monthly	2025-12-31
fred	interest_rate	3.72%	Monthly	2025-12-01

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5. News (news_aggregator)

Source	items_count
Tavily	4

title	source	datetime
NVDA NVIDIA Corporation Stock Price & Overview	Tavily	-
NVIDIA Corporation (NVDA) Is a Trending Stock	Tavily	-
NVIDIA Corporation (NVDA) Stock Price, News, Quote & History	Tavily	-
NVIDIA Corp. Stock Quote (U.S.: Nasdaq) - NVDA	Tavily	-

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6. Sentiment (sentiment_aggregator)

Source	items_count
Finnhub	50
Reddit	10

title	source	subreddit	datetime
How U.S. State Capital Is Reshaping Strategic Supply Chains	Finnhub	-	2026-01-13
44th Annual J.P. Morgan Healthcare Conference	Finnhub	-	2026-01-13
NVIDIA Corporation (NVDA) Presents at 44th Annual J.P. Morgan Healthcare Conference Transcript	Finnhub	-	2026-01-13
Not Playing Long Ruined My College Hopes	Reddit	r/stocks	2026-01-13
Top Midday Gainers	Finnhub	-	2026-01-12
Apple calls on Google to help smarten up Siri and bring other AI features to the iPhone	Finnhub	-	2026-01-12
Sizing Up Whether The Global Select Equity ETF Is A Buy Right Now	Finnhub	-	2026-01-12
Traders Are Moving Past Powell's Investigation: U.S. Stock Index Outlook And Pre-CPI Trading Levels	Finnhub	-	2026-01-12
JPM26: Eli Lilly and NVIDIA deepen ties with $1bn AI partnership	Finnhub	-	2026-01-12
TSMC rises on reported US-Taiwan deal, Nvidia & Eli Lilly team up	Finnhub	-	2026-01-12
Nvidia Partners With Biotech Firms On AI Drug Discovery	Finnhub	-	2026-01-12
Eli Lilly and Nvidia Make $1 Billion AI Bet to Revolutionize Pharma's Future	Finnhub	-	2026-01-12
Here's What Wall Street Thinks About NVIDIA Corporation (NVDA)	Finnhub	-	2026-01-12
Alphabet Touches $4 Trillion Market Cap for the First Time	Finnhub	-	2026-01-12
Google parent Alphabet hits $4tn valuation after AI deal with Apple	Finnhub	-	2026-01-12
Abercrombie & Fitch Narrows Quarterly Guidance	Finnhub	-	2026-01-12
Nvidia Push Into NAND Fuels Global Memory Crunch	Finnhub	-	2026-01-12
Alphabet Becomes Newest $4 Trillion Company, Joining Nvidia	Finnhub	-	2026-01-12
TSMC's Revenue Outlook 'May Disappoint,' Says Analyst. There's a Silver Lining.	Finnhub	-	2026-01-12
Meta Needs So Much Capital It Hired Its Own Banker	Finnhub	-	2026-01-12
Speechmatics and Sully.ai Partner to Scale Healthcare AI Infrastructure Globally	Finnhub	-	2026-01-12
The Smartest Way to Invest $2,000 If You Believe in AI's Next Wave	Finnhub	-	2026-01-12
Nvidia, Eli Lilly announce $1 billion investment in AI drug discovery lab	Finnhub	-	2026-01-12
Stock Market Today: Dow Falls, Weighed Down By American Express; China Names Outperform	Finnhub	-	2026-01-12
Alphabet Stock Hits $4 Trillion Market Cap	Finnhub	-	2026-01-12
AI Memory Shortage Reshapes 2026 Outlook for Chipmakers	Finnhub	-	2026-01-12
From Training AI to Designing Chips: Nvidia's Next Platform Play	Finnhub	-	2026-01-12
These Stocks Are Today's Movers: Capital One, Amex, Affirm, JPMorgan, Nvidia, Walmart, Moderna, Abercrombie, and More	Finnhub	-	2026-01-12
Google's market cap hits $4 trillion, cementing its status as an AI trade champion	Finnhub	-	2026-01-12
Nvidia Stock Slips. The Chip Maker Is Launching an AI Lab with Eli Lilly.	Finnhub	-	2026-01-12
Is This Artificial Intelligence (AI) Stock Finally Entering Its Breakout Phase?	Finnhub	-	2026-01-12
CoreWeave stock surges after CEO rebuts GPU useful life concerns	Finnhub	-	2026-01-12
Why IREN Limited Skyrocketed 285% in 2025	Finnhub	-	2026-01-12
5 U.S. chip stocks to buy in 2026: Bernstein	Finnhub	-	2026-01-12
BC-Most Active Stocks	Finnhub	-	2026-01-12
Nvidia Stock Meanders Ahead Of Taiwan Semiconductor's Results; Is Nvidia A Buy Or Sell Now?	Finnhub	-	2026-01-12
Nvidia Partners With Eli Lilly on AI Drug Laboratory	Finnhub	-	2026-01-12
Nvidia Stock Wobbles Even as CEO Flags 'Very High' H200 Demand	Finnhub	-	2026-01-12
Alibaba Stock Jumps on Qwen Models Hit 700 Million Downloads	Finnhub	-	2026-01-12
Is TSMC Stock a 'Buy' or 'Sell' Ahead of Earnings?	Finnhub	-	2026-01-12
2 ETFs That Are Too Cheap to Ignore	Finnhub	-	2026-01-12
Natera to Scale AI Foundation Models in Precision Medicine with NVIDIA	Finnhub	-	2026-01-12
NVIDIA and Lilly Announce Co-Innovation AI Lab to Reinvent Drug Discovery in the Age of AI	Finnhub	-	2026-01-12
NVIDIA BioNeMo Platform Adopted by Life Sciences Leaders to Accelerate AI-Driven Drug Discovery	Finnhub	-	2026-01-12
CytoReason unveils LINA, an AI Agent accelerated by NVIDIA for Pharma R&D	Finnhub	-	2026-01-12
Nvidia Stock Gains. China AI Chips and 1 Other Potential Driver.	Finnhub	-	2026-01-12
RedCloud Activates Early Customer Access to RedAI Trading Co-Pilot	Finnhub	-	2026-01-12
SKYX Announces it will Supply its Technologies to Enable a New Luxury Waterfront Smart Home Community	Finnhub	-	2026-01-12
Upgrades: Analysts are Still Bullish on Nvidia (NVDA), Crowdstrike (CRWD) and Oracle (ORCL) Upside	Finnhub	-	2026-01-12
Quantum Computing Stocks: 'Winner-Take-All Scenario' Possible, Says JPMorgan	Finnhub	-	2026-01-12
Exchange-Traded Funds, Equity Futures Lower Pre-Bell Monday Amid US DOJ Investigation Into Fed Chair Powell	Finnhub	-	2026-01-12
Deploying $130k now - seeking thoughts on 3 scenarios	Reddit	r/stocks	2026-01-12
Thoughts on OZEM ETF long term potential versus individual GLP-1 pharmaceutical stocks?	Reddit	r/stocks	2026-01-12
So many companies are making their own data centers. Who will actually benefit the most from this?	Reddit	r/stocks	2026-01-11
tough year 2025	Reddit	r/wallstreetbets	2026-01-09
What's the most unexpected stock tip you got from a non-financial source?	Reddit	r/stocks	2026-01-09
China to Approve Nvidia H200 Purchases as Soon as This Quarter	Reddit	r/wallstreetbets	2026-01-08
r/Stocks Daily Discussion & Options Trading Thursday - Jan 08, 2026	Reddit	r/stocks	2026-01-08
Going balls deep on GOOG thanks to insiders on Polymarket	Reddit	r/wallstreetbets	2026-01-07
NVDA 125k margin	Reddit	r/wallstreetbets	2026-01-07
Reddit's Top Stocks 2026 ETF Experiment	Reddit	r/stocks	2026-01-07
Nvidia launches Vera Rubin AI platform at CES 2026, claims 4x fewer GPUs needed vs Blackwell	Reddit	r/wallstreetbets	2026-01-06
Back again with Moderna calls 400 buys $36 calls	Reddit	r/wallstreetbets	2026-01-06
NVDA at CES feels like they're already playing the next AI cycle	Reddit	r/stocks	2026-01-06
What are your top stock picks for 2026?	Reddit	r/stocks	2026-01-06
Uber, Lyft Surge Following Nvidia's Self-Driving Tech Announcement	Reddit	r/stocks	2026-01-06