Market Coverage

LLMQuant Data ships 8 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
• 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

• Coverage: 500+ spot pairs
• 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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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, at least the last 4 quarters (actual coverage in response meta.scope.available_ranking_periods)
• 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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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 News headlines · earnings call transcripts · company fundamentals. Track progress on the data-mcp roadmap.