> ## Documentation Index
> Fetch the complete documentation index at: https://docs.llmquantdata.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Market Coverage

> What markets, assets, and reference datasets are covered by LLMQuant Data.

LLMQuant Data ships **10 data product universes** today, plus more on the [roadmap](https://github.com/LLMQuant/data-mcp#roadmap). Every universe is exposed as one or more MCP tools (see [MCP Server](/en/integration/mcp-server)) and as a REST endpoint.

## <Icon icon="book-open" /> Proprietary Knowledge

<Badge color="green" icon="circle-check">Live</Badge>

| Dataset     | Description                                                  | Count            |
| ----------- | ------------------------------------------------------------ | ---------------- |
| Quant Wiki  | Quantitative finance concepts, formulas, factors, strategies | 50,000+ entries  |
| Quant Paper | Curated summaries of academic finance papers                 | 1,200+ summaries |

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

## <Icon icon="chart-line" /> US Equities

<Badge color="green" icon="circle-check">Live</Badge>

* **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`](/en/api/prices/equity-intraday)
* **Universe**: 10,000+ tickers (active and delisted)
* **Adjustments**: Dividends and splits applied

## <Icon icon="layer-group" /> ETFs

<Badge color="green" icon="circle-check">Live</Badge>

* **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`](/en/api/prices/equity-historical) — 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

## <Icon icon="bitcoin-sign" /> Crypto

<Badge color="green" icon="circle-check">Live</Badge>

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

## <Icon icon="gauge-high" /> Prediction Markets

<Badge color="green" icon="circle-check">Live</Badge>

* **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](/en/api/prediction-markets/events)

## <Icon icon="landmark" /> Macro Indicators

<Badge color="green" icon="circle-check">Live</Badge>

* **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

## <Icon icon="file-invoice" /> SEC Filings (10-K / 10-Q / 8-K)

<Badge color="green" icon="circle-check">Live</Badge>

* **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)

## <Icon icon="users" /> SEC Form 13F (Smart Money)

<Badge color="green" icon="circle-check">Live</Badge>

* **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

## <Icon icon="gauge-high" /> Prediction Markets

<Badge color="green" icon="circle-check">Live</Badge>

* **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

## <Icon icon="newspaper" /> Company News

<Badge color="green" icon="circle-check">Live</Badge>

* **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

## <Icon icon="file-invoice-dollar" /> Financial Statements

<Badge color="orange" icon="clock">Coming Soon</Badge>

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

## <Icon icon="compass" /> On the roadmap

<Badge color="gray" size="sm">Planned</Badge>

Earnings call transcripts · company fundamentals. Track progress on the [data-mcp roadmap](https://github.com/LLMQuant/data-mcp#roadmap).