How to use
- Copy the installation command and review the source package before installing it in your own agent environment.
- Check the source document for required tools, credentials and supported hosts.
- Describe your input and desired deliverable; review the output against the source material.
npx skills add https://github.com/alpacahq/alpaca-skills --skill alpaca-broker-market-dataBefore you start
- Installation does not include a model subscription, API allowance or permission to access your files.
- Repository stars and installation counts describe activity, not an independent quality or security test.
Rendered from the source repository. Headings, examples, code, tables, links, and referenced images are preserved.
Alpaca Market Data API — Stocks (REST + WebSocket)
Real-time and historical US equity data. Unlike the Broker endpoints, market data lives on its own host with its own auth, and the real-time feed is WebSocket, not SSE.
Read alpaca-broker-integration first. Assets/clock/calendar live on the Trading API host; everything else here is the Market Data API host.Reference
- Guides:
https://docs.alpaca.markets/docs/historical-stock-data,https://docs.alpaca.markets/docs/streaming-market-data - Live schema:
alpaca-docsMCP →list-endpointstitle"Market Data API"
0. Hosts & auth
| Surface | Host |
|---|---|
| Market data REST | https://data.alpaca.markets (sandbox data.sandbox.alpaca.markets) |
| Market data WebSocket | wss://stream.data.alpaca.markets/{version}/{feed} |
| Assets / clock / calendar | https://api.alpaca.markets (Trading API) — paper: paper-api.alpaca.markets |
Auth: Broker partners authenticate with a client-credentials access token (POST https://authx.alpaca.markets/v1/oauth2/token — flow in alpaca-broker-integration): send Authorization: Bearer <token> on REST and on the WS handshake, or authenticate over WS with {"action":"auth","key":"access_token","secret":"<token>"} (the literal string access_token is the key). Tokens are valid 15 minutes — cache and refresh one, don't mint per call. Key/secret (APCA-API-* headers, or {"action":"auth","key":"…","secret":"…"} on WS) is the Trading API path and the documented legacy Broker path.
1. REST endpoints
| Path | Purpose | |
|---|---|---|
GET /v2/stocks/snapshots?symbols=… · GET /v2/stocks/{symbol}/snapshot | Snapshot (latest trade/quote + bars) | |
GET /v2/stocks/bars?symbols=… · GET /v2/stocks/{symbol}/bars | Historical OHLCV bars | |
GET /v2/stocks/bars/latest · …/{symbol}/bars/latest | Latest bar(s) | |
GET /v2/stocks/trades[/latest] · GET /v2/stocks/quotes[/latest] | Historical / latest trades & quotes | |
GET /v2/stocks/auctions | Opening/closing auctions | |
| `GET /v2/stocks/meta/conditions/{trade\ | quote} · /meta/exchanges` | Code lookups |
GET /v1beta1/news?symbols=… | News (max limit 50) | |
GET /v1beta1/screener/stocks/most-actives · `/screener/{stocks\ | crypto}/movers` | Screeners |
GET /v2/assets (Trading API host) · GET /v1/assets (Broker API host) | Asset master / tradability | |
GET /v2/clock · GET /v2/calendar (Trading API host) | Market hours |
Clock/calendar/assets paths are host-dependent — verified live against the sandbox: | Path | Trading API host (api.alpaca.markets) | Broker API host (broker-api.*) | |------|:--:|:--:| |/v1/clock| — | 200 | |/v2/clock| 200 | 200 | |/v1/calendar| — | 200 | |/v2/calendar| 200 | 404 | |/v1/assets| — | 200 | |/v2/assets| 200 | 404 | So: on the Trading/Market-Data API host use/v2/clock,/v2/calendar,/v2/assets. On the Broker API host use `/v1/clock`, `/v1/calendar`, `/v1/assets` (/v1/clockand/v2/clockboth work there;/v2/calendarand/v2/assets404). A Broker-API integration hitting/v1/clockis correct, not stale.
2. Bars — params
| Param | Notes |
|---|---|
timeframe | [1-59]Min/T, [1-23]Hour/H, 1Day/D, 1Week/W, [1,2,3,4,6,12]Month/M. Case-sensitive. e.g. 1Min, 5Min, 1Hour, 1Day |
start / end | RFC3339 or YYYY-MM-DD, inclusive |
limit | default 1000, max 10000 — counts data points across all symbols, not per symbol |
page_token | pagination cursor (from next_page_token) |
adjustment | raw (default), split, dividend, spin-off, all — comma-combinable |
feed | see §3 |
sort | asc (default) / desc |
asof | YYYY-MM-DD for symbol/name-change mapping; - skips mapping |
Pagination lesson: results are sorted by symbol, then timestamp. A multi-symbol request that hits limit may return only the first symbol(s) — you must follow next_page_token until empty to get them all. Don't assume one page = all symbols.
3. Feeds (entitlement matters)
iex— single exchange (~2.5% of volume). The only feed available without a paid subscription. Good for dev/testing.sip— consolidated, all exchanges (100% volume). Requires a paid data plan.delayed_sip— SIP delayed 15 min (latest/snapshot endpoints).otc,boats(Blue Ocean overnight ATS),overnight(Alpaca-derived, cheaper).
Lessons:
- Don't hard-pin `feed=iex` — latest/snapshot endpoints default to the best feed your subscription entitles you to, and historical endpoints default to
sipbut defaultendto 15 minutes ago when you lack real-time access, so historical SIP is queryable unsubscribed as long asendis at least 15 minutes old. A403({"code":42210000,"message":"subscription does not permit querying recent SIP data"}) comes from explicitly asking forfeed=sipon data you aren't entitled to. - Without real-time access,
start/endwindows withhold the most recent 15 minutes. - Trade/quote sizes are in shares as of 2025-11-03 (were round lots before).
4. Object shapes (compact keys)
Snapshot per symbol: latestTrade, latestQuote, minuteBar, dailyBar, prevDailyBar. Multi-symbol response is a map { "AAPL": {…} }.
- Bar:
ttime,oopen,hhigh,llow,cclose,vvolume,ntrade count,vwVWAP. - Trade:
ttime,pprice,ssize,xexchange,cconditions,ztape,iid. - Quote:
bp/bs/bxbid price/size/exchange,ap/as/axask price/size/exchange,cconditions,ztape. (price0= no active bid/ask.)
5. WebSocket protocol
URL: wss://stream.data.alpaca.markets/{version}/{feed} — e.g. v2/iex, v2/sip, v2/delayed_sip, v1beta1/boats, v1beta1/overnight, or v2/test (always-on, use symbol FAKEPACA).
Connect flow:
- Connect →
[{"T":"success","msg":"connected"}] - Auth within 10s:
{"action":"auth","key":"…","secret":"…"}→[{"T":"success","msg":"authenticated"}] - Subscribe:
{"action":"subscribe","trades":["AAPL"],"quotes":["AMD"],"bars":["*"]}→ server echoes full subscription state.*= all symbols.unsubscriberemoves.
Message types (every message is a JSON array; T discriminates): t trade, q quote, b minute bar, d daily bar, u updated bar, s trading status (halt/resume), l LULD, c correction, x cancel/error, i imbalance; control: success, error, subscription. Subscribing to trades auto-adds corrections + cancelErrors.
WebSocket lessons:
- Connection limits are per correspondent, shared by every process you run — Broker plans allow 5 concurrent streams (Standard, StandardPlus3000, StandardPlus5000) or 10 (StandardPlus10000). Exceeding it →
[{"T":"error","code":406,"msg":"connection limit exceeded"}]. Centralize the stream in one process and fan out to your own clients (don't open a socket per user). - Authenticate within 10s or get dropped (
404). - Other error codes:
401not auth'd,402auth failed,405symbol limit,407slow client,409insufficient subscription (feed not entitled),410invalid action for feed. - Messages are batched — always iterate the array; don't assume one frame = one event.
- Handle `u` (updated bar) and `c`/`x` (corrections/cancels): a streamed bar/trade can be revised after the fact.
6. Assets, clock, calendar
Use the host-appropriate path (see the table in §1): /v2/... on the Trading API host, /v1/... on the Broker API host.
- Assets (
GET /v2/assetson Trading host ·GET /v1/assetsand/v1/assets/{symbol}on Broker host) — tradability metadata:tradable,fractionable,marginable,shortable,borrow_status(replaces deprecatedeasy_to_borrow),status(active/inactive),class(us_equity/us_option/crypto/ipo),exchange,attributes[](e.g.has_options,overnight_tradable). Filter Broker/v1/assetsbystatus,asset_class,attributes— there is no `exchange` filter there; Trading/v2/assetsaddsexchange. Cache this — it changes slowly; query it before trading to confirmtradable/fractionable(seealpaca-broker-trading-orders). - Clock (
/v2/clockon Trading host ·/v1/clockon Broker host) —is_open,next_open,next_close,timestamp. Use this to gate market-hours logic instead of hardcoding 9:30–16:00 ET. - Calendar (
/v2/calendaron Trading host ·/v1/calendaron Broker host — note there is no/v2/calendaron the Broker host) — per-dayopen/close(HH:MM),session_open/session_close(HHMM, extended hours),settlement_date. Use the calendar for holidays — a naive "weekdays only" check runs jobs on market holidays (harmless but wasteful) and miscomputes "previous trading day."
7. Caching strategy (cost & rate-limit lesson)
Market data is the highest-volume, highest-cost surface. Production lesson:
- Persist historical bars in your own store keyed by
(symbol, timeframe, timestamp)with upsert/skip-duplicate, and serve charts from there — only fetch the gap from Alpaca. - Cache snapshots/quotes in a short-TTL cache (TTL tuned to market-open vs closed).
- Run one bulk backfill job for searchable symbols on a schedule rather than fetching per user request.
- Always follow
next_page_tokenand watchX-RateLimit-Remaining(seealpaca-broker-rate-limits-resilience).
Related skills: tradability before ordering → alpaca-broker-trading-orders; rate limits/pagination → alpaca-broker-rate-limits-resilience; the broker event stream (SSE, different from this WS) → alpaca-broker-sse-events.

