OpenBB Investment Analysis API

REST API wrapping OpenBB SDK with 99 endpoints covering stock data, sentiment analysis, technical indicators, quantitative risk metrics, fixed income, macro economics, shorts/dark pool, regulators, and rule-based investment analysis. Designed to be called by OpenClaw (or any AI assistant) -- the API returns structured data, all LLM reasoning happens on the caller side.

API Keys

Required: None

The core functionality uses yfinance (free, no API key). The API works without any keys configured.

Recommended Free Keys

Provider	Env Variable	How to Get	What It Unlocks	Free Limit
Finnhub	INVEST_API_FINNHUB_API_KEY	https://finnhub.io/register	Insider trades, recommendation trends, company news	60 calls/min
FRED	INVEST_API_FRED_API_KEY	https://fred.stlouisfed.org/docs/api/api_key.html	Macro data, fixed income, surveys, money supply	120 calls/min
Alpha Vantage	INVEST_API_ALPHAVANTAGE_API_KEY	https://www.alphavantage.co/support/#api-key	News sentiment scores (bullish/bearish per article per ticker)	25 calls/day

Free Providers (no key needed)

Provider	Data Provided
yfinance	Quotes, fundamentals, financials, historical prices, news, ETF, index, crypto, forex, options, futures, analyst upgrades, price targets, dividends, management
SEC	Insider trading (Form 4), institutional holdings (13F), company filings, N-PORT disclosures, CIK mapping
stockgrid	Short volume data
FINRA	Short interest, dark pool OTC data
multpl	S&P 500 historical valuation multiples
CFTC	Commitment of Traders reports
ECB	Currency reference rates
OECD	GDP, unemployment, CPI, CLI, housing price index
openbb-technical	14 technical indicators (local computation)
openbb-quantitative	Risk metrics, CAPM, normality tests (local computation)

Configuration

Set environment variables before starting, or add to a .env file:

export INVEST_API_FINNHUB_API_KEY=your_finnhub_key
export INVEST_API_FRED_API_KEY=your_fred_key
export INVEST_API_ALPHAVANTAGE_API_KEY=your_alphavantage_key

Quick Start

1. Create conda environment

conda create -n openbb-invest-api python=3.12 -y
conda activate openbb-invest-api
pip install -e .
pip install openbb-quantitative openbb-econometrics openbb-technical

2. Start the server

python main.py

Server starts at http://localhost:8000. Visit http://localhost:8000/docs for Swagger UI.

3. Test it

# Health check
curl http://localhost:8000/health

# Stock quote
curl http://localhost:8000/api/v1/stock/AAPL/quote

# Technical indicators (14 individual + composite)
curl http://localhost:8000/api/v1/stock/AAPL/technical
curl http://localhost:8000/api/v1/stock/AAPL/technical/ichimoku

# Relative Rotation Graph (multi-symbol)
curl "http://localhost:8000/api/v1/technical/relative-rotation?symbols=AAPL,MSFT,GOOGL&benchmark=SPY"

# Quantitative analysis
curl http://localhost:8000/api/v1/stock/AAPL/sortino
curl http://localhost:8000/api/v1/stock/AAPL/rolling/skew?window=20

# Fixed income
curl http://localhost:8000/api/v1/fixed-income/yield-curve
curl http://localhost:8000/api/v1/fixed-income/treasury-rates

# Macro economics
curl http://localhost:8000/api/v1/macro/overview
curl http://localhost:8000/api/v1/macro/cpi
curl http://localhost:8000/api/v1/macro/money-measures

# Economy surveys
curl http://localhost:8000/api/v1/economy/surveys/michigan
curl http://localhost:8000/api/v1/economy/surveys/sloos

# Shorts & dark pool
curl http://localhost:8000/api/v1/stock/AAPL/shorts/volume
curl http://localhost:8000/api/v1/darkpool/AAPL/otc

# Regulators
curl "http://localhost:8000/api/v1/regulators/cot/search?query=gold"

# Portfolio analysis
curl -X POST http://localhost:8000/api/v1/portfolio/analyze \
  -H "Content-Type: application/json" \
  -d '{"holdings":[{"symbol":"AAPL","shares":100,"buy_in_price":150},{"symbol":"VOLV-B.ST","shares":50,"buy_in_price":250}]}'

API Endpoints (99 total)

Health

Method	Path	Description
GET	/health	Health check

Stock Data (yfinance, no key needed)

Method	Path	Description
GET	/api/v1/stock/{symbol}/quote	Current price and volume
GET	/api/v1/stock/{symbol}/profile	Company overview (sector, industry, description)
GET	/api/v1/stock/{symbol}/metrics	Key ratios (PE, PB, ROE, EPS, etc.)
GET	/api/v1/stock/{symbol}/financials	Income statement + balance sheet + cash flow
GET	/api/v1/stock/{symbol}/historical?days=365	Historical OHLCV data
GET	/api/v1/stock/{symbol}/news	Recent company news
GET	/api/v1/stock/{symbol}/summary	Aggregated: quote + profile + metrics + financials
GET	/api/v1/stock/{symbol}/management	Executive team: name, title, compensation
GET	/api/v1/stock/{symbol}/dividends	Historical dividend records
GET	/api/v1/stock/{symbol}/filings?form_type=10-K	SEC filings (10-K, 10-Q, 8-K)
GET	/api/v1/search?query=	Company search by name (SEC/NASDAQ)

Sentiment & Analyst Data (Finnhub + Alpha Vantage + yfinance)

Method	Path	Description
GET	/api/v1/stock/{symbol}/sentiment	Aggregated: news sentiment + recommendations + upgrades
GET	/api/v1/stock/{symbol}/news-sentiment?limit=30	News articles with per-ticker sentiment scores (Alpha Vantage)
GET	/api/v1/stock/{symbol}/insider-trades	Insider transactions via Finnhub
GET	/api/v1/stock/{symbol}/recommendations	Monthly analyst buy/hold/sell counts (Finnhub)
GET	/api/v1/stock/{symbol}/upgrades	Analyst upgrades/downgrades with price targets (yfinance)

Technical Analysis (14 indicators, local computation, no key needed)

Method	Path	Description
GET	/api/v1/stock/{symbol}/technical	Composite: RSI, MACD, SMA, EMA, Bollinger Bands + signals
GET	/api/v1/stock/{symbol}/technical/atr	Average True Range (volatility, position sizing)
GET	/api/v1/stock/{symbol}/technical/adx	Average Directional Index (trend strength)
GET	/api/v1/stock/{symbol}/technical/stoch	Stochastic Oscillator (overbought/oversold)
GET	/api/v1/stock/{symbol}/technical/obv	On-Balance Volume (volume-price divergence)
GET	/api/v1/stock/{symbol}/technical/ichimoku	Ichimoku Cloud (comprehensive trend system)
GET	/api/v1/stock/{symbol}/technical/donchian	Donchian Channels (breakout detection)
GET	/api/v1/stock/{symbol}/technical/aroon	Aroon Indicator (trend direction/changes)
GET	/api/v1/stock/{symbol}/technical/cci	Commodity Channel Index (cyclical trends)
GET	/api/v1/stock/{symbol}/technical/kc	Keltner Channels (ATR-based volatility bands)
GET	/api/v1/stock/{symbol}/technical/fib	Fibonacci Retracement (support/resistance levels)
GET	/api/v1/stock/{symbol}/technical/ad	Accumulation/Distribution Line
GET	/api/v1/stock/{symbol}/technical/cones	Volatility Cones (realized vol quantiles)
GET	/api/v1/stock/{symbol}/technical/vwap	Volume Weighted Average Price
GET	/api/v1/technical/relative-rotation?symbols=&benchmark=SPY	Relative Rotation Graph (multi-symbol sector rotation)

Quantitative Analysis (local computation, no key needed)

Method	Path	Description
GET	/api/v1/stock/{symbol}/performance?days=365	Sharpe ratio, summary statistics, volatility
GET	/api/v1/stock/{symbol}/capm	CAPM: market risk, systematic risk, idiosyncratic risk
GET	/api/v1/stock/{symbol}/normality?days=365	Normality tests: Jarque-Bera, Shapiro-Wilk, K-S
GET	/api/v1/stock/{symbol}/unitroot?days=365	Unit root tests: ADF, KPSS for stationarity
GET	/api/v1/stock/{symbol}/sortino?days=365	Sortino ratio (downside risk only)
GET	/api/v1/stock/{symbol}/omega?days=365	Omega ratio (full distribution gain/loss)
GET	/api/v1/stock/{symbol}/rolling/{stat}?days=365&window=30	Rolling stats: variance, stdev, mean, skew, kurtosis, quantile

Shorts & Dark Pool (stockgrid/FINRA/SEC, no key needed)

Method	Path	Description
GET	/api/v1/stock/{symbol}/shorts/volume	Daily short volume and percent (stockgrid)
GET	/api/v1/stock/{symbol}/shorts/ftd	Fails-to-deliver records (SEC)
GET	/api/v1/stock/{symbol}/shorts/interest	Short interest, days to cover (FINRA)
GET	/api/v1/darkpool/{symbol}/otc	OTC/dark pool aggregate trade volume (FINRA)

Fixed Income (FRED/Federal Reserve, free key)

Method	Path	Description
GET	/api/v1/fixed-income/treasury-rates	Full yield curve rates (4W-30Y)
GET	/api/v1/fixed-income/yield-curve?date=	Yield curve with maturity/rate pairs
GET	/api/v1/fixed-income/treasury-auctions	Treasury auction bid-to-cover, yields
GET	/api/v1/fixed-income/tips-yields	TIPS real yields by maturity
GET	/api/v1/fixed-income/effr	Effective Federal Funds Rate with percentiles
GET	/api/v1/fixed-income/sofr	SOFR rate with 30/90/180-day moving averages
GET	/api/v1/fixed-income/hqm	High Quality Market corporate bond yields
GET	/api/v1/fixed-income/commercial-paper	Commercial paper rates by maturity/type
GET	/api/v1/fixed-income/spot-rates	Corporate bond spot rates and par yields
GET	/api/v1/fixed-income/spreads?series=tcm	Treasury/corporate spreads

Macro Economics (FRED/OECD, free key)

Method	Path	Description
GET	/api/v1/macro/overview	Key indicators: Fed rate, treasury yields, CPI, unemployment, GDP, VIX
GET	/api/v1/macro/series/{series_id}?limit=30	Any FRED time series by ID
GET	/api/v1/macro/cpi?country=united_states	Consumer Price Index (multi-country)
GET	/api/v1/macro/gdp?gdp_type=real	GDP: nominal, real, or forecast
GET	/api/v1/macro/unemployment?country=united_states	Unemployment rate (multi-country)
GET	/api/v1/macro/pce	Personal Consumption Expenditures (Fed preferred inflation)
GET	/api/v1/macro/money-measures	M1/M2 money supply
GET	/api/v1/macro/cli?country=united_states	Composite Leading Indicator (recession predictor)
GET	/api/v1/macro/house-price-index?country=united_states	Housing price index (multi-country)

Economy Data (FRED/Federal Reserve)

Method	Path	Description
GET	/api/v1/economy/fred-search?query=	Search 800K+ FRED economic series
GET	/api/v1/economy/fred-regional?series_id=	Regional economic data (by state/county/MSA)
GET	/api/v1/economy/balance-of-payments	Current/capital/financial account balances
GET	/api/v1/economy/central-bank-holdings	Fed SOMA portfolio holdings
GET	/api/v1/economy/primary-dealer-positioning	Primary dealer net positions
GET	/api/v1/economy/fomc-documents?year=	FOMC meeting documents

Economy Surveys (FRED/BLS)

Method	Path	Description
GET	/api/v1/economy/surveys/michigan	University of Michigan Consumer Sentiment
GET	/api/v1/economy/surveys/sloos	Senior Loan Officer Survey (recession signal)
GET	/api/v1/economy/surveys/nonfarm-payrolls	Detailed employment data
GET	/api/v1/economy/surveys/empire-state	NY manufacturing outlook
GET	/api/v1/economy/surveys/bls-search?query=	Search BLS data series

Calendar Events (no key needed)

Method	Path	Description
GET	/api/v1/calendar/earnings?start_date=&end_date=	Upcoming earnings announcements
GET	/api/v1/calendar/dividends?start_date=&end_date=	Upcoming dividend dates
GET	/api/v1/calendar/ipo?start_date=&end_date=	Upcoming IPOs
GET	/api/v1/calendar/splits?start_date=&end_date=	Upcoming stock splits

Estimates & Ownership (yfinance + SEC, no key needed)

Method	Path	Description
GET	/api/v1/stock/{symbol}/estimates	Analyst consensus estimates
GET	/api/v1/stock/{symbol}/share-statistics	Float, shares outstanding, short interest
GET	/api/v1/stock/{symbol}/sec-insider	Insider trading from SEC (Form 4)
GET	/api/v1/stock/{symbol}/institutional	Institutional holders from SEC 13F filings
GET	/api/v1/screener	Stock screener

ETF Data (yfinance + SEC, no key needed)

Method	Path	Description
GET	/api/v1/etf/{symbol}/info	ETF profile, issuer, holdings
GET	/api/v1/etf/{symbol}/historical?days=365	ETF price history
GET	/api/v1/etf/{symbol}/nport	Detailed ETF holdings from SEC N-PORT filings
GET	/api/v1/etf/search?query=	Search ETFs by name

Index Data (yfinance + multpl + cboe, no key needed)

Method	Path	Description
GET	/api/v1/index/available	List available indices
GET	/api/v1/index/{symbol}/historical?days=365	Index price history (^GSPC, ^DJI, ^IXIC)
GET	/api/v1/index/sp500-multiples?series=pe_ratio	Historical S&P 500 valuation (PE, Shiller PE, P/B, dividend yield)
GET	/api/v1/index/{symbol}/constituents	Index member stocks with sector/price data

Crypto Data (yfinance, no key needed)

Method	Path	Description
GET	/api/v1/crypto/{symbol}/historical?days=365	Crypto price history (BTC-USD, ETH-USD)
GET	/api/v1/crypto/search?query=	Search cryptocurrencies

Currency / Forex (yfinance + ECB, no key needed)

Method	Path	Description
GET	/api/v1/currency/{symbol}/historical?days=365	Forex price history (EURUSD, USDSEK)
GET	/api/v1/currency/reference-rates	ECB reference rates for 28 major currencies

Derivatives (yfinance, no key needed)

Method	Path	Description
GET	/api/v1/options/{symbol}/chains	Options chain data
GET	/api/v1/futures/{symbol}/historical?days=365	Futures price history
GET	/api/v1/futures/{symbol}/curve	Futures term structure/curve

Regulators (CFTC/SEC, no key needed)

Method	Path	Description
GET	/api/v1/regulators/cot?symbol=	Commitment of Traders (futures positions)
GET	/api/v1/regulators/cot/search?query=	Search COT report symbols
GET	/api/v1/regulators/sec/litigation	SEC litigation releases
GET	/api/v1/regulators/sec/institutions?query=	Search institutional investors
GET	/api/v1/regulators/sec/cik-map/{symbol}	Ticker to SEC CIK mapping

Portfolio Analysis (no key needed)

Method	Path	Description
POST	/api/v1/portfolio/analyze	Rule-based analysis of holdings (max 50)

Request body:

{
  "holdings": [
    {"symbol": "AAPL", "shares": 100, "buy_in_price": 150.0},
    {"symbol": "VOLV-B.ST", "shares": 50, "buy_in_price": 250.0}
  ]
}

Response includes per-holding: current price, P&L, key metrics, analyst target price, and a rule-engine recommendation (BUY_MORE / HOLD / SELL) with confidence level and reasons.

Stock Discovery (no key needed)

Method	Path	Description
GET	/api/v1/discover/gainers	Top gainers
GET	/api/v1/discover/losers	Top losers
GET	/api/v1/discover/active	Most active
GET	/api/v1/discover/undervalued	Undervalued large caps
GET	/api/v1/discover/growth	Growth tech stocks

Rule Engine

The portfolio analysis endpoint uses a rule-based engine (no LLM) that scores each holding on four signals:

Signal	BUY_MORE (+1)	HOLD (0)	SELL (-1)
Price vs analyst target	>15% upside	-10% to +15%	>10% downside
PE ratio	< 15	15 - 35	> 35 or negative
Revenue growth	> 10% YoY	0 - 10%	Negative
P&L vs cost basis	Loss > 20%	-20% to +50%	Profit > 50%

Scores are summed. Total >= 2 = BUY_MORE, <= -2 = SELL, otherwise HOLD. Confidence is HIGH/MEDIUM/LOW based on how many signals agree.

Configuration

All settings are configurable via environment variables with the INVEST_API_ prefix:

Variable	Default	Description
INVEST_API_HOST	0.0.0.0	Server bind address
INVEST_API_PORT	8000	Server port
INVEST_API_CORS_ORIGINS	["http://localhost:3000"]	Allowed CORS origins (JSON array)
INVEST_API_LOG_LEVEL	info	Logging level
INVEST_API_DEBUG	false	Enable debug mode (auto-reload)
INVEST_API_FINNHUB_API_KEY	(empty)	Finnhub API key for analyst data
INVEST_API_FRED_API_KEY	(empty)	FRED API key for macro/fixed income/surveys
INVEST_API_ALPHAVANTAGE_API_KEY	(empty)	Alpha Vantage API key for news sentiment

Project Structure

openbb-invest-api/
├── main.py                  # FastAPI app entry point (lifespan, curl_cffi patch)
├── config.py                # Settings (env-based)
├── models.py                # Pydantic request/response models
├── mappers.py               # Dict-to-model mapping functions
├── route_utils.py           # Shared route utilities (validation, error handling)
├── obb_utils.py             # Shared OpenBB result conversion + fetch helpers
│
├── openbb_service.py        # Equity data via OpenBB/yfinance (quote, profile, metrics, etc.)
├── finnhub_service.py       # Finnhub REST client (insider, analyst data)
├── alphavantage_service.py  # Alpha Vantage REST client (news sentiment)
├── technical_service.py     # 14 technical indicators via openbb-technical
├── quantitative_service.py  # Risk metrics, CAPM, Sortino, Omega, rolling stats
├── macro_service.py         # FRED macro data via OpenBB
├── economy_service.py       # Economy data: CPI, GDP, Fed holdings, FOMC docs
├── surveys_service.py       # Economy surveys: Michigan, SLOOS, NFP, BLS
├── fixed_income_service.py  # Fixed income: yield curve, treasury, SOFR, spreads
├── shorts_service.py        # Shorts & dark pool (stockgrid, FINRA, SEC)
├── regulators_service.py    # CFTC COT reports, SEC litigation, institutions
├── market_service.py        # ETF, index, crypto, currency, derivatives
├── calendar_service.py      # Calendar events, screening, ownership
├── analysis_service.py      # Rule engine for portfolio analysis
│
├── routes.py                # Core stock data + portfolio + discovery routes
├── routes_sentiment.py      # Sentiment & analyst routes
├── routes_technical.py      # Technical analysis routes (14 indicators)
├── routes_quantitative.py   # Quantitative analysis routes
├── routes_macro.py          # Macro economics routes
├── routes_economy.py        # Economy data routes
├── routes_surveys.py        # Economy survey routes
├── routes_fixed_income.py   # Fixed income routes
├── routes_shorts.py         # Shorts & dark pool routes
├── routes_regulators.py     # Regulator data routes
├── routes_calendar.py       # Calendar, estimates, ownership routes
├── routes_market.py         # ETF, index, crypto, currency, derivatives routes
│
├── Dockerfile               # Docker build (curl_cffi==0.7.4, safari TLS patch)
├── pyproject.toml           # Project metadata + dependencies
└── tests/                   # 102 tests

Running Tests

conda activate openbb-invest-api
python -m pytest tests/ -v

Swedish Stocks

Swedish stocks are supported via the .ST suffix (Stockholm exchange):

• VOLV-B.ST (Volvo)
• ERIC-B.ST (Ericsson)
• HM-B.ST (H&M)
• SEB-A.ST (SEB)
• SAND.ST (Sandvik)

Integration with OpenClaw

This API is designed to be called by OpenClaw as an MCP tool or HTTP data source. OpenClaw sends requests to this API to fetch structured stock data and rule-based analysis, then uses its LLM to generate natural language investment advice.

Example OpenClaw workflow:

1. User asks: "Should I buy more AAPL?"
2. OpenClaw calls GET /api/v1/stock/AAPL/summary for fundamental data
3. OpenClaw calls GET /api/v1/stock/AAPL/sentiment for news/analyst sentiment
4. OpenClaw calls GET /api/v1/stock/AAPL/technical for technical signals
5. OpenClaw calls GET /api/v1/stock/AAPL/performance for risk metrics (Sharpe, Sortino)
6. OpenClaw calls GET /api/v1/stock/AAPL/shorts/volume for short selling activity
7. OpenClaw calls GET /api/v1/stock/AAPL/sec-insider for insider trading activity
8. OpenClaw calls GET /api/v1/macro/overview for market context
9. OpenClaw calls GET /api/v1/fixed-income/yield-curve for rate environment
10. OpenClaw calls POST /api/v1/portfolio/analyze with user's holdings
11. OpenClaw's LLM synthesizes all structured data into a personalized recommendation

Kubernetes Deployment

Prerequisites

• Kubernetes cluster with ingress-nginx
• Docker Registry at 192.168.68.11:30500
• Drone CI connected to Gitea
• ArgoCD installed

Architecture

git push -> Gitea -> Drone CI (kaniko) -> Docker Registry -> ArgoCD -> K8s

Cluster Info

Component	Value
API URL	https://invest-api.k8s.home
Namespace	invest-api
Image	192.168.68.11:30500/invest-api:latest
Resources	100m-500m CPU, 256Mi-512Mi memory
Health check	GET /health on port 8000

K8s Manifests

Located in k8s/base/ (Kustomize):

File	Description
namespace.yaml	invest-api namespace
deployment.yaml	App deployment with health probes
service.yaml	ClusterIP service on port 8000
ingress.yaml	Ingress for invest-api.k8s.home
secret.yaml	Template for API keys
kustomization.yaml	Kustomize resource list

ArgoCD Application defined in k8s/argocd-app.yaml.

CI/CD Pipeline

.drone.yml uses kaniko to build and push:

kind: pipeline
type: kubernetes
name: build-and-push

trigger:
  branch: [main, develop]
  event: [push, custom]

steps:
  - name: build-and-push
    image: gcr.io/kaniko-project/executor:debug
    commands:
      - /kaniko/executor
        --context=/drone/src
        --dockerfile=Dockerfile
        --destination=192.168.68.11:30500/invest-api:${DRONE_COMMIT_SHA:0:8}
        --destination=192.168.68.11:30500/invest-api:latest
        --insecure --skip-tls-verify

Deploy from Scratch

1. Deploy Docker Registry:

   kubectl apply -k k8s-infra/registry/
   

2. Configure containerd on worker nodes to trust insecure registry (see HomeLab Infrastructure doc)

3. Push code to Gitea -- Drone builds and pushes image automatically

4. Apply ArgoCD Application:

   kubectl apply -f k8s/argocd-app.yaml
   

5. Create API key secrets (optional):

   kubectl -n invest-api create secret generic invest-api-secrets \
     --from-literal=INVEST_API_FINNHUB_API_KEY=your_key \
     --from-literal=INVEST_API_FRED_API_KEY=your_key \
     --from-literal=INVEST_API_ALPHAVANTAGE_API_KEY=your_key
   

6. Add DNS: invest-api.k8s.home -> 192.168.68.22

7. Verify:

   curl -k https://invest-api.k8s.home/health
   curl -k https://invest-api.k8s.home/api/v1/stock/AAPL/quote
   

Docker

Build and run locally:

docker build -t invest-api .
docker run -p 8000:8000 invest-api

Data Sources

Source	Cost	Key Required	Data Provided
yfinance	Free	No	Quotes, fundamentals, financials, historical prices, news, discovery, ETF, index, crypto, forex, options, futures, analyst upgrades/downgrades, price targets, dividends, management
SEC	Free	No	Insider trading (Form 4), institutional holdings (13F), company filings, N-PORT disclosures, CIK mapping, litigation releases
stockgrid	Free	No	Daily short volume data
FINRA	Free	No	Short interest, dark pool OTC trade data
CFTC	Free	No	Commitment of Traders reports
multpl	Free	No	S&P 500 historical valuation multiples (PE, Shiller PE, P/B, dividend yield)
ECB	Free	No	Currency reference rates (28 currencies)
OECD	Free	No	GDP, unemployment, CPI, Composite Leading Indicator, housing price index
Finnhub	Free	Yes (free registration)	Insider trades, analyst recommendations, company news
Alpha Vantage	Free	Yes (free registration)	News sentiment scores (bullish/bearish per ticker per article), 25 req/day
FRED	Free	Yes (free registration)	Fed rate, treasury yields, CPI, PCE, money supply, surveys, 800K+ economic series
Federal Reserve	Free	No	EFFR, SOFR, money measures, central bank holdings, primary dealer positions, FOMC documents
openbb-technical	Free	No (local)	ATR, ADX, Stochastic, OBV, Ichimoku, Donchian, Aroon, CCI, Keltner, Fibonacci, A/D, VWAP, Volatility Cones, Relative Rotation
openbb-quantitative	Free	No (local)	Sharpe, Sortino, Omega ratios, CAPM, normality tests, unit root tests, rolling statistics

Known Issues

curl_cffi TLS Fingerprint

yfinance depends on curl_cffi for browser-impersonated HTTP requests. Versions 0.12+ have a BoringSSL bug that causes SSL_ERROR_SYSCALL on some networks (especially Linux). This project pins curl_cffi==0.7.4 and patches the default TLS fingerprint from chrome to safari at startup (in main.py) to work around this.