Bullrun: Global Stock & UCITS ETF Research

Read cached earnings-call paragraphs for one exact Bullrun ticker, optionally filtered by fiscal period or search text. A best-effort free background import collects at most the two latest retained calls from DefeatBeta for supported US listings, with a 24-hour stored-data cooldown; the first read may be empty. Coverage and source publication lag vary. Speaker names and paragraph order are retained; roles and prepared/Q&A section labels may be unavailable. Does not change portfolios or user data.

Calculate sector, country, currency, and broad asset exposure from the latest stored ETF holdings. Sector and country come from the fund provider's own holdings file where it states them (normalized to Bullrun's sector and country names), otherwise from the Bullrun instrument the holding resolves to by ISIN or by symbol with a matching company name. Currency uses the reported holding currency, else an explicitly disclosed estimate from the company's home-market listing or usual country currency. This is a holding quote/listing-currency proxy, not revenue FX exposure, economic currency risk or …

List the exact values accepted by the categorical filters on search_etfs and screen_etfs — asset classes, categories, index keys, product/wrapper types, regions, domiciles, currencies, exchanges, and (on request) issuers and focus strings. Those filters match exactly, so a guessed string returns zero rows and looks like "no such ETF exists"; call this first whenever a filter value is not already known to be valid. Read-only.

Resolve one FUND rather than one listing. Given an ISIN (or any venue ticker of the fund) it returns the fund's identity, costs, index, distribution policy, wrapper type and every venue it is listed on with exchange and trading currency. Use this when the user quotes an ISIN, asks "which ticker do I buy on my exchange?", or when several tickers may be the same underlying fund. Ratios are percentage points. Read-only.

Return the latest stored ETF holdings snapshot with opaque cursor pagination. The response reports the provider's stated holdings count, stored row count, covered weight, and whether the stored rows appear complete. Treat isComplete=false or null as partial look-through data. Historical as-of selection will be added when the upstream API exposes it. Read-only.

Answer "what is the cheapest way to track <index>?". Returns every fund tracking one index ordered cheapest fee first, deduplicated to one row per FUND rather than per venue listing (a five-venue UCITS fund is one choice, not five) with its listingCount and venues. Defaults to UCITS-buyable domiciles. Omit indexKey to list the available index families. Fees are percentage points and the response states how many funds publish no fee at all, so a "cheapest" claim is never made over silently omitted funds. Read-only.

Calculate drawdown, annualized volatility, downside volatility, historical VaR, Sharpe, Sortino and Calmar ratios from stored daily close prices. With benchmarkTicker, also calculates beta, correlation, tracking error, active return and information ratio on aligned dates. Results are price-return risk, not distribution-adjusted total-return risk. Read-only.

Fetch a modular snapshot for one exact ETF listing. The include array controls which of identity, classification, market, fund_data (NAV/AUM), costs, income, and benchmark are fetched and returned. Unrequested modules are omitted; requested-but-unavailable modules are named explicitly. Ratios use percentage points. Read-only.

Fetch ETF price or price-return history at daily, weekly, or monthly intervals. NAV, true total-return, benchmark, and premium/discount series are returned only when their required source data or an explicit benchmark ticker exists; unavailable requested series are named explicitly and never approximated with price returns. Read-only.

Fetch 1-15 years of historical financial statements for one exact Bullrun ticker. Returns annual and/or quarterly rows grouped into income statement, balance sheet, cash flow, per-share metrics, margins, source currency, and annual growth/CAGR consistency checks. Use this when evaluating multi-year revenue/net-income growth, margin trajectories, leverage, cash flow quality, or whether a stock passed a rule such as 10% revenue and net-income growth every year.

Read cached Yahoo analyst consensus revenue/EPS estimates and available EPS revision percentages for one exact Bullrun ticker. A free background refresh checks supported symbols on demand, storing at most one snapshot per day; the first read may be empty. Fiscal periods and source currency are preserved. The configured feed does not provide EBITDA estimates, management guidance or revenue revisions. Forward P/E/PEG context uses the latest annual consensus snapshot only when quote and EPS currency units match. Does not change portfolios or user data.

Bullrun's Global Markets dashboard in one call: world equity indices (S&P 500, Nasdaq-100, MSCI World, DAX, FTSE 100, Nikkei, Hang Seng, Nifty...), central-bank policy rates and next rate decisions (Fed, ECB, BoE, BoJ, SNB, BoC), 16 sovereign 10-year yields, 20 FX pairs, oil/gas/gold/copper, headline macro tiles (global GDP growth, inflation, debt/GDP, VIX, DXY, 2s10s curve, US jobless claims), the upcoming economic calendar, market news and the US housing balance. Each row carries a historyCode for get_macro_history. Use for "how are markets doing today", "what's the macro backdrop", "where a…

Historical time series behind the Global Markets dashboard, often decades long: equity indices, central-bank policy rates, 10-year government bond yields, FX rates, oil/gas/gold/copper, VIX, DXY, the US 2s10s curve, and per-country macro indicators (GDP growth, inflation, unemployment, house prices, credit gap, debt, confidence, macro stress). Address a series by historyCode (from get_global_markets_overview, get_country_macro or get_macro_indicators), by instrument name ("Fed", "Brent", "Germany 10Y", "S&P 500"), or by indicator + country. Returns summary statistics (latest, change over 1M/3M…

Cross-country macro comparison from Bullrun's Global Markets warehouse: rank up to ~200 countries on one indicator (GDP growth annual or quarterly, CPI inflation, government debt/GDP, unemployment, youth unemployment, real house-price growth, house price-to-income and price-to-rent vs history, BIS credit-to-GDP gap, household debt service, household credit/GDP, business and consumer confidence, or Bullrun's macro stress score), or compare a named set of countries. Every row has value, period, source and a historyCode for get_macro_history. Use for "fastest growing economies", "highest inflatio…

Read curated, source-linked operating KPI observations for one exact Bullrun ticker. Coverage is sparse and no automatic KPI feed is configured: do not assume ARR, retention, customer counts or payments metrics are available. Check get_company_data_coverage first. Returns stored fiscal periods, units and source links; company-economics observations are a separate dataset. Read-only.

Use when the user asks about THEIR portfolio's risk, diversification, or concentration, or whether to add a stock or ETF — e.g. "is my portfolio diversified", "how risky is my portfolio", "am I too concentrated", "what's my exposure to X", "should I add NVDA", "would AAPL improve my diversification". Fetches portfolio-level relationship analytics for one signed-in user's portfolio: correlation and annualized covariance matrices across holdings, contribution-to-risk, concentration by weight and risk, currency/sector/country exposures, value/growth/momentum/quality/size proxy factor scores, scen…

Use when the user asks to look at, review, or analyze THEIR portfolio / holdings / positions — e.g. "analyze my portfolio", "how is my portfolio doing", "what's in my portfolio", "review my holdings", "how am I invested", "what should I improve". Fetches a deep snapshot of ONE of the signed-in user's portfolios: the summary (value, day change, total return), every holding (with position weight %, sector and return) and Bullrun's computed insights (benchmark comparison, concentration, diversification, dividend income). Pass a portfolioId from list_portfolios (call that first if the user hasn't …

Compute annual quality, moat, earnings-quality, and capital-allocation metrics for one exact Bullrun ticker from existing financial statements: ROIC, ROE/ROA, ROIC-vs-supplied-WACC, accruals, cash conversion, capex intensity, dividend payout/growth, diluted share-count changes, and a buyback proxy. Read-only.

Fetch segment, geography, product, customer, or other revenue breakdown rows for one exact Bullrun ticker. Use this to separate cyclical businesses from recurring segments or inspect geographic exposure instead of relying on blended revenue. Read-only.

Companies whose Bullrun composite risk score crossed into a different band (e.g. Elevated -> Stretched, or Acute -> Stretched) within the last N days, with prior and current score, the move in points, and the input driving the reading. Use for "what got riskier this week", "any risk deteriorations I should know about", or to monitor a watchlist (pass the tickers to get_company_risk afterwards). Band changes, not small score drift, so every row changed a word on the page. Read-only.

Fetch a consolidated metrics snapshot for a single stock by ticker: identity (company, exchange, currency, sector, industry, country, ISIN), latest daily price (OHLCV), latest valuation (market cap, P/E, dividend yield, annual dividend per share), the most recent reported financials (revenue, gross/operating income, EBITDA, net income, diluted EPS, free & operating cash flow, total debt, cash, total assets, equity) and a short company description. Prices are in the listing's trading currency; financials in their own sourceCurrency. Bullrun tickers: US and most European listings use the plain l…

Read bounded stored stock OHLCV history, ascending by trade date, as daily, weekly or monthly bars, with close-based price returns/drawdown and optional deterministic SMA, EMA, Wilder RSI and MACD. Useful for price trends, volatility context and technical analysis; use get_stock_metrics for a latest company snapshot. Up to 2600 recent daily source rows; dates filter that bounded window. Provider split/dividend adjustment is unknown: returns are not verified total returns. Missing OHLCV/indicator warm-up remains null; no synthetic sessions, intraday data or live quote claims. Read-only.

Bullrun's proprietary machine-learning valuation and forecast scores for 1-10 stocks, recomputed nightly. Valuation: a LightGBM model predicts the P/E (or price/sales for loss-makers) that companies with similar fundamentals typically command a year out; the gap = typical / current multiple - 1 (positive = trades below its typical multiple), with the implied model-typical P/E, percentile and rank in the scored universe. Forecast: a relative 1-year return-rank signal with percentile. Both on quarterly and on annual financials (annual covers most non-US companies). Use for "is X cheap or expensi…

Use when the user refers to THEIR portfolio(s) or holdings — e.g. "my portfolios", "what portfolios do I have", "how are my investments doing", "show my holdings", "my account". Lists the signed-in Bullrun user's virtual portfolios with computed summaries: name, base currency, total value (USD), day change, cost basis and total return, plus position counts. Start here when a portfolio question doesn't name a specific portfolio, then pass a portfolioId to get_portfolio_context or get_portfolio_analytics. Requires connecting this server to a Bullrun account (OAuth, read:portfolios scope) — it re…

Read the signed-in user's saved Research Shortlist of stock and ETF listing tickers, with dated stored prices. Requires OAuth read:shortlist. Use after the user asks for their saved research queue. Read-only; does not evaluate a screen, schedule monitoring or send notifications.

Add 1-20 exact Bullrun stock or ETF listing tickers to the signed-in user's Research Shortlist when the user asks to save them. Requires OAuth write:shortlist; reconnect if this scope was not granted. Resolve ambiguous names with search_stocks/search_etfs first. Existing entries are retained; repeated saves are idempotent. Each ticker is saved independently and failures are reported alongside successful saves, so retry only failed tickers. Does not create a portfolio, schedule monitoring or send notifications.

Screen the WHOLE ETF universe by numeric rules and fund attributes in one pass — expense ratio, AUM, yield, trailing returns, volatility, liquidity, top-10 concentration, fund age and holdings count — combined with issuer, index, domicile, UCITS status, distribution policy, currency hedging and constituent look-through (holdingSearch finds funds by what they hold). Prefer this over search_etfs for any "cheapest / largest / best performing / most liquid" question: search_etfs only filters a bounded candidate scan, while this evaluates the full universe and reports evaluatedCount and matchCount.…

Rank Bullrun's scored stock universe (~9,000 companies) by company risk: the composite risk score or any one mechanism dial (market expectation, operating pressure, cash conversion, leverage, competitive position, concentration), filtered by band, sector, country and dial coverage. Returns ticker, score, band and its meaning, direction and move since the prior reading, and the driving input per row, plus the universe band distribution and how many companies changed band at the last recompute. Use for "which large caps have stretched leverage", "most concentrated supply chains in semiconductors…

Screen the global Bullrun stock universe with the app rule engine using custom fundamental rules or named presets: profitable value, dividend income, growth and cash flow, cash generators, dividend growth. action=list_presets discloses exact thresholds, units, annual lookback and sorting without any backend request. action=run (default) executes one preset or custom rules; running uses the API's metered screening budget. Custom screens support sector/industry/country, listing controls, annual/quarterly lookback, AND/OR rule groups and money units. Presets are mechanical starting points, not re…

Rank the whole scored stock universe (market cap >= $100M) by Bullrun's proprietary ML models: the stocks trading furthest below (or above) the P/E or price/sales multiple their fundamentals typically command, or the strongest/weakest relative 1-year forecast signals. Filter by sector, country, exchange and financial-history coverage. Each row has the valuation gap or forecast edge, the model-typical vs current P/E, percentile, rank and data quality. Use for "cheapest stocks vs fundamentals in Europe", "most expensive tech names by the model", "best forecast scores in Japan". The valuation gap…

Look up ETFs by name, ticker or ISIN, with classification, listing, index, distribution-policy, AUM, expense-ratio and yield filters. Best for finding a known fund. For ranking questions ("cheapest", "largest", "best performing", "most liquid") prefer screen_etfs, which evaluates the whole universe: here minAum and minYieldTtmPct are applied only to a bounded profile-enriched candidate scan, so do not describe the result as exhaustive when candidateCapReached is true. Use get_etf_snapshot for one listing, get_etf_fund to resolve an ISIN across venues, and get_etf_holdings for constituents. Rea…

Resolve a company name, native ticker, ISIN or exchange-qualified symbol to Bullrun listings before calling exact-ticker research tools. Supports exchange/MIC, country, currency and instrument-type filters. Recognized Yahoo suffixes are checked against compatible stored venues; dots in native share-class tickers are preserved. Returns explicit ambiguous candidates and never picks a listing when alternatives remain. No enrichment or market-data refresh. Read-only.

Simulate expense-ratio, assumed bid/ask spread, commissions, and recurring contributions over a holding period. Compares the same gross-return path with and without costs and reports direct charges plus ending-value drag. Taxes, FX, market impact and brokerage-specific fees are excluded unless represented by the inputs. Read-only.