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LLMQuant Data ships 10 data product universes today, plus more on the roadmap. Every universe is exposed as one or more MCP tools (see MCP Server) and as a REST endpoint.

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Proprietary Knowledge

Live Two-step lookup pattern (*_search → *_read) keeps agent context cheap.

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US Equities

Live
  • Exchanges: NYSE · NASDAQ · AMEX
  • History: Up to 30+ years of daily OHLCV
  • Intraday: 1h regular-session bars over a short lookback via equity_intraday_prices
  • Universe: 10,000+ tickers (active and delisted)
  • Adjustments: Dividends and splits applied

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ETFs

Live
  • Disclosure basis: SEC official regulatory disclosure snapshots — not issuer daily books, with multi-week to ~60-day publication lag
  • Currently covered: SPY · QQQ · VTI · SOXX · ARKK (with more curated popular ETFs added over time)
  • Outside coverage still return 200 OK, coverage_status="unsupported" + an explicit notice — never silently empty. Currently outside: IBIT · DRAM
  • Two endpoints:
    • etf_lookup — ETF basic info + top holdings summary + sector / country / asset-type exposure (free)
    • etf_holdings — full position list, sorted by weight descending (1 credit; 0 for tickers outside coverage)
  • Pricing: ETF OHLCV history is served by equity_historical_prices — ETFs trade like stocks on the daily-bar contract
  • Coverage state: every response carries coverage_status (full / partial / stale / unsupported), as_of_date, and coverage_notice; agents should branch on coverage_status before consuming data

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Crypto

Live
  • Pairs: 500+ spot pairs (BTC, ETH, SOL, USDT-quoted majors and long-tail)
  • Granularity: 1h / 4h / 1d / 1w klines + last-trade snapshot

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Prediction Markets

Live
  • Scope: Finance-scoped event cards and market cards
  • Workflow: polymarket_event_search / polymarket_event_browse → polymarket_event_read → polymarket_market_read → polymarket_price_history
  • History: Hourly or daily implied-probability history by returned outcome_token_id
  • Docs: See Prediction Markets Events

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Macro Indicators

Live
  • Coverage: Supported U.S. macro indicator catalog
  • Universe: 50+ indicators across 8 categories — Activity, Labor, Inflation, Rates, Money, External, Markets, Sentiment
  • Series examples: CPIAUCSL · UNRATE · FEDFUNDS · GDPC1 · DGS10
  • Frequency: daily · weekly · monthly · quarterly (per series)
  • Revisions: Returns the latest published vintage, so agents may see revised values instead of the original release

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SEC Filings (10-K / 10-Q / 8-K)

Live
  • Filing system: SEC EDGAR
  • Forms: 10-K (annual), 10-Q (quarterly), 8-K (current report / events)
  • Universe: All US public filers
  • Workflow: sec_filing_browse (metadata, free) → sec_filing_read (specific item / section)

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SEC Form 13F (Smart Money)

Live
  • Universe: Top 1,000 institutional managers per quarter (each quarter has its own Top 1,000), at least the last 4 quarters (actual covered quarters stated in response meta.notice)
  • Lenses:
    • sec_13f_list_top_managers — leaderboard by 13F reportable value
    • sec_13f_list_manager_holdings — what does manager X hold?
    • sec_13f_list_ticker_holders — who holds ticker Y?
  • Use case: consensus / overlap leaderboards, smart-money momentum, regime tagging

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Prediction Markets

Live
  • Coverage: finance-scoped Prediction Markets event and market cards
  • Workflow: polymarket_event_search for natural-language discovery, polymarket_event_browse for list or exact-filter requests, then polymarket_event_read / polymarket_market_read / polymarket_price_history
  • Use case: probability tracking, event-risk briefs, and market-implied scenario checks

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Company News

Live
  • Coverage: continuously updated company news from April 11, 2026 onward
  • Workflow: call news_browse for recent news, then narrow by ticker, event, topic, or date
  • Use case: company monitoring, earnings recaps, and event-driven research

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Financial Statements

Coming Soon Standardized line-items across all US public filers. Coverage will include:
  • Income statements, balance sheets, cash flow statements
  • Annual (10-K) and quarterly (10-Q) frequency
  • Trailing twelve months (TTM) aggregations

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On the roadmap

Planned Earnings call transcripts · company fundamentals. Track progress on the data-mcp roadmap.