Investment Alternative Data MCP Server

Hedge fund and institutional investment intelligence via the Model Context Protocol. This MCP server orchestrates 14 data sources for smart money tracking, congressional trading signals, macro regime classification, innovation momentum scoring, consumer stress measurement, sector rotation detection, company fundamental scanning, and cross-asset correlation analysis. Purpose-built for hedge funds, quant firms, corporate strategy teams, and family offices seeking alternative data alpha.

What data can you access?

Data Point	Source
Institutional investor quarterly holdings (13F)	SEC 13F Holdings
Form 4 insider buy/sell transactions	SEC Insider Trading
Full-text company filing search	SEC EDGAR
Federal Reserve economic time series	FRED Economic Data
Employment, inflation, and labor data	BLS Economic Data
International monetary fund forecasts	IMF World Economic Outlook
Real-time stock quotes and metrics	Finnhub Financial Data
Cryptocurrency market data	CoinGecko
Congressional member trading disclosures	Congressional Stock Tracker
Patent filing and grant data	USPTO Patent Search
Job posting and hiring analytics	Job Market Intelligence
Consumer financial complaint patterns	CFPB Complaints
Real-time foreign exchange rates	Exchange Rate Tracker
OECD economic indicators	OECD Statistics

MCP Tools

Tool	Price	Description
smart_money_tracker	$2.00	Track institutional smart money via SEC 13F filings and insider trading data. Measures convergence when multiple top funds hold the same positions. Analyzes insider buy/sell ratios for sentiment
congressional_alpha_signals	$2.00	Detect congressional stock trading patterns and legislative alignment. Research shows congressional trades can signal upcoming regulatory changes
macro_regime_report	$2.00	Classify current macroeconomic regime (Expansion/Peak/Contraction/Trough) using FRED GDP, unemployment, yield curve, and inflation data plus IMF/OECD leading indicators
innovation_momentum_score	$2.00	Score innovation momentum via USPTO patent filing velocity and R&D hiring signals from job market data. Returns Innovation Momentum Score (0-100)
consumer_stress_indicator	$2.00	Calculate Consumer Stress Index from CFPB complaint volumes, BLS inflation/employment, and FRED consumer sentiment/savings rate. Leading indicator for consumer sector
sector_rotation_signals	$2.00	Detect sector rotation opportunities using macro regime phase, congressional trading patterns, and cross-asset signals to suggest sector positioning
company_fundamental_scan	$5.00	Rapid fundamental scan combining SEC filings, Finnhub stock data, insider trading, and patent activity for quick investment thesis screening
cross_asset_correlation	$5.00	Cross-asset correlation analysis across equities (Finnhub), crypto (CoinGecko), FX (exchange rates), and macro data (FRED VIX, yield curve, 10Y) for risk regime detection

Data Sources

• SEC 13F Holdings -- Institutional investor quarterly holdings reports filed with the SEC, revealing portfolio positions of hedge funds, mutual funds, and asset managers with $100M+ AUM
• SEC Insider Trading -- Form 4 insider transaction disclosures showing director, officer, and 10% owner buy/sell activity with transaction dates, sizes, and prices
• SEC EDGAR -- Full-text search and company filing analysis across 10-K annual reports, 10-Q quarterly reports, 8-K current reports, and proxy statements
• FRED Economic Data -- Federal Reserve Economic Data with 800,000+ time series including GDP, unemployment (UNRATE), yield curve (T10Y2Y), CPI, savings rate (PSAVERT), consumer sentiment (UMCSENT), and VIX
• BLS Economic Data -- Bureau of Labor Statistics employment situation, Consumer Price Index, Producer Price Index, and productivity data
• IMF World Economic Outlook -- International Monetary Fund global economic forecasts, growth projections, and risk assessments
• Finnhub Financial Data -- Real-time and historical stock market data including quotes, company profiles, financials, and market metrics
• CoinGecko -- Cryptocurrency market data including prices, market caps, trading volumes, and market dominance for 10,000+ digital assets
• Congressional Stock Tracker -- STOCK Act congressional member financial transaction disclosures with transaction types, dates, amounts, and asset descriptions
• USPTO Patent Search -- United States Patent and Trademark Office patent applications and grants for measuring innovation velocity
• Job Market Intelligence -- Job posting analytics from major job boards for detecting R&D hiring acceleration and workforce expansion signals
• CFPB Complaints -- Consumer Financial Protection Bureau complaint database for measuring consumer financial stress across credit cards, mortgages, and other products
• Exchange Rate Tracker -- Real-time foreign exchange rates for USD, EUR, GBP, JPY, and other major currencies
• OECD Statistics -- Organisation for Economic Co-operation and Development composite leading indicators, economic outlook, and trade data

How the scoring works

The MCP produces five distinct scoring models designed for different aspects of investment analysis.

Smart Money Convergence measures when multiple institutional investors cluster into the same positions based on 13F filings. High convergence (many funds holding the same stock) can indicate consensus thesis formation or crowded trade risk. Insider buy/sell ratios provide sentiment context -- net insider buying alongside institutional accumulation is a stronger signal.

Congressional Alpha detects statistically significant congressional trading patterns. Members of Congress must disclose trades within 45 days under the STOCK Act. The scoring identifies sectors where congressional trading activity is concentrated and whether members are net buying or selling.

Macro Regime Classifier uses FRED GDP growth, unemployment rate, yield curve (10Y-2Y spread), CPI inflation, savings rate, consumer sentiment, plus IMF/OECD leading indicators to classify the economy into one of four phases:

• EXPANSION -- Rising GDP, falling unemployment, positive yield curve
• PEAK -- Decelerating growth, tight labor market, flattening yield curve
• CONTRACTION -- Falling GDP, rising unemployment, inverted yield curve
• TROUGH -- Bottoming indicators, early recovery signals

Innovation Momentum Score (0-100) combines patent filing velocity (USPTO filings per quarter trend) with R&D hiring signals (job postings with R&D, engineering, research keywords). High patent velocity plus aggressive R&D hiring historically correlates with future revenue growth.

Consumer Stress Index calculates stress from CFPB complaint volume trajectory, BLS CPI/unemployment data, and FRED savings rate and consumer sentiment. High consumer stress is a leading indicator for consumer discretionary sector underperformance and rising credit default rates.

How to connect this MCP server

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "investment-alternative-data": {
      "url": "https://investment-alternative-data-mcp.apify.actor/mcp"
    }
  }
}

Programmatic (HTTP)

curl -X POST https://investment-alternative-data-mcp.apify.actor/mcp \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer YOUR_APIFY_TOKEN" \
  -d '{"jsonrpc":"2.0","method":"tools/call","params":{"name":"smart_money_tracker","arguments":{"company_name":"NVIDIA"}},"id":1}'

This MCP also works with Cursor, Windsurf, Cline, and any other MCP-compatible client.

Use cases for investment alternative data

Institutional Convergence Detection

Track when multiple top hedge funds accumulate positions in the same stock via 13F filings. Convergence signals consensus thesis formation; extreme convergence signals crowded trade risk.

Congressional Trading Alpha

Monitor congressional stock trading disclosures for sector-level signals. Congressional net buying in a sector combined with favorable legislation signals potential alpha.

Macro Regime-Based Asset Allocation

Classify the current economic regime to inform tactical asset allocation. Expansion favors cyclicals; contraction favors defensives. The regime classifier provides confidence levels.

Innovation-Driven Stock Screening

Screen companies by innovation momentum -- patent filing velocity combined with R&D hiring acceleration. Identify companies investing heavily in future growth before it appears in earnings.

Consumer Credit Risk Monitoring

Track the Consumer Stress Index to anticipate rising credit defaults, consumer discretionary weakness, and recession probability. CFPB complaint acceleration is an early warning signal.

Cross-Asset Risk Regime Detection

Analyze correlations between equities, crypto, FX, and VIX to detect whether markets are in risk-on (correlated upside) or risk-off (flight to safety) mode. Regime changes are actionable signals.

How much does it cost?

This MCP uses pay-per-event pricing. You are only charged when a tool is called -- there is no subscription or monthly fee.

The Apify Free plan includes $5 of monthly platform credits, covering initial alternative data queries at no cost.

Cost examples:

• Track smart money on one stock: $2.00
• Macro regime classification: $2.00
• Company fundamental scan (SEC + stock + patents): $5.00
• Cross-asset correlation analysis: $5.00

How it works

1. You call a tool (e.g., smart_money_tracker) with a company name, ticker, or macro query
2. The MCP dispatches parallel requests to relevant Apify actors (up to 14 simultaneously)
3. SEC filings, insider trades, economic indicators, stock data, crypto prices, congressional trades, patents, job postings, and consumer complaints are collected
4. Scoring functions compute convergence, regime classification, innovation momentum, consumer stress, and correlation signals
5. A structured JSON response is returned with scores, classifications, raw data, and actionable findings

FAQ

Q: How current is the 13F data? A: 13F filings are quarterly with a 45-day reporting delay. The smart money tracker shows the most recent available filings, which may be 1-4 months old. Insider trading (Form 4) data is more current with 2-day filing requirements.

Q: Does this replace a Bloomberg Terminal? A: No. This provides alternative data signals that complement terminal data -- congressional trading, patent velocity, consumer stress, macro regime classification. It does not provide real-time Level 2 market data feeds or chat functionality.

Q: Is it legal to use congressional trading data? A: Yes. Congressional trading disclosures are public records mandated by the STOCK Act (2012). See Apify's guide on web scraping legality.

Q: How does the macro regime classifier work? A: It analyzes FRED economic time series (GDP, unemployment, yield curve, CPI, savings rate, consumer sentiment), BLS employment data, IMF forecasts, and OECD leading indicators to classify the current phase of the business cycle with a confidence score.

Q: Can the innovation momentum score predict stock performance? A: High patent velocity plus R&D hiring acceleration historically correlates with future revenue growth, but past correlation is not a guarantee of future performance. Use it as one signal among many.

Q: Can I combine this with other MCPs? A: Yes. Use the M&A Target Intelligence MCP for acquisition screening, the Corporate Political Exposure MCP for political risk mapping, or the Sovereign Debt Contagion MCP for macro risk analysis.

Related MCP servers

MCP Server	Description
ryanclinton/m-and-a-target-intelligence-mcp	Pre-acquisition target screening and valuation signals
ryanclinton/sovereign-debt-contagion-mcp	Sovereign fiscal stress and contagion modeling
ryanclinton/corporate-political-exposure-mcp	Political risk and influence mapping
ryanclinton/financial-crime-screening-mcp	AML/sanctions screening for counterparty risk

Integrations

This MCP server runs on the Apify platform and supports:

• Apify API -- Call any tool programmatically via the Apify Actor API
• Scheduling -- Set up daily congressional trade monitoring or weekly macro regime checks
• Webhooks -- Get notified when signals trigger for integration with trading platforms or alerting systems
• Apify integrations -- Connect to Slack, Google Sheets, Zapier, Make, and other platforms