ParseForge Scrapers

Bitstamp Crypto Tickers Scraper

parseforge/bitstamp-tickers-scraper

BusinessDeveloper toolsAutomation

Collects live Bitstamp ticker data for all trading pairs, with optional daily OHLC enrichment. Filter by quote currency and trading status, sort by volume or price change, and export to CSV, JSON, Excel, or XML.

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Total runs
114
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Last modified
12 days ago

Overview

ParseForge

Bitstamp Crypto Tickers Scraper

Scrape live cryptocurrency tickers from Bitstamp, filtered by quote currency and trading status. Each ticker includes last price, 24h volume, bid/ask, and optional daily OHLC candle. Export to CSV, JSON, Excel, or XML.

Bitstamp's public API returns raw ticker data, but you need to handle pagination, filtering, and enrichment yourself. This Actor reads the live ticker endpoint directly, lets you filter by quote currency (USD, EUR, BTC, and more) and trading status, then sorts and limits the results before delivering them in one clean dataset. No API key required.

Who uses it What they scrape Bitstamp for
Crypto traders Monitor price spreads and 24h volume across Bitstamp pairs to spot entry opportunities.
Market analysts Track daily OHLC data for technical analysis and charting across multiple quote currencies.
Portfolio managers Pull last prices and bid/ask for real-time valuation of holdings denominated in different currencies.
Data engineers Ingest clean, structured ticker data into a data warehouse or pipeline on a schedule.

What it does

This Actor collects live Bitstamp ticker data and returns each trading pair as a flat row with price, volume, and optional daily OHLC.

  • ๐Ÿ’ฑ Quote currency filter: Restrict results to pairs quoted in USD, EUR, USDT, BTC, ETH, and more.
  • ๐Ÿ“Š Trading status filter: Collect only enabled pairs, only disabled pairs, or all.
  • ๐Ÿ•ฏ๏ธ Daily OHLC enrichment: Optionally fetch the most recent daily open, high, low, and close for each pair.
  • ๐Ÿ“ˆ Sorting control: Order results by 24h volume, percent change, last price, or pair name before limiting.

Results export to CSV, JSON, Excel, or XML, or straight from the API.

What you can do with Bitstamp data

๐Ÿ’น Monitor top movers by volume.

A trader runs the Actor sorted by 24h volume for USD pairs to see which coins are most active on Bitstamp right now.

๐Ÿ“… Build a daily price dataset.

A data engineer schedules a daily run with OHLC enrichment for all EUR pairs to feed a historical price database.

๐Ÿ” Audit trading status.

An exchange operations analyst pulls all disabled pairs to review which assets Bitstamp has delisted or paused.

โ‚ฟ Track BTC-denominated pairs.

A crypto fund manager filters by BTC quote currency to value altcoin positions directly in Bitcoin terms.

Why choose this scraper

What you get
No API key Reads Bitstamp's public ticker endpoint directly, no registration needed.
Flexible filtering Target specific quote currencies and trading statuses in one run.
OHLC on demand Add daily candle data per pair without a separate API call.
Sorted output Get the top movers by volume or price change, not a random list.

How it compares

This Actor and the Bitstamp Market Data Scraper both pull ticker data from Bitstamp, but they differ in filtering, enrichment, and output control.

Feature ParseForge Bitstamp Market Data Scraper - Crypto Ticker
Quote currency filter Yes (USD, EUR, GBP, USDT, USDC, BTC, ETH, PAX, PYUSD) Not listed
Trading status filter (Enabled/Disabled) Yes Not listed
Optional daily OHLC enrichment Yes (per-pair, most recent daily candle) Not listed
Sorting by volume, change, price, or pair Yes Not listed
Bid and ask prices Yes (included in ticker data) Yes
Open, high, low, close in base ticker Only with OHLC enrichment enabled Yes

Configure the run

Drive the Actor with quote currency and trading status filters, and optional sorting and OHLC enrichment. Filters run as each ticker is read so only matching pairs reach your dataset. The Input tab lists every parameter.

A first run with the defaults:

{
  "tradingFilter": "Enabled",
  "maxItems": 10,
  "fetchOhlc": false,
  "sortBy": "volume"
}

A larger pull:

{
  "tradingFilter": "Enabled",
  "maxItems": 200,
  "fetchOhlc": false,
  "sortBy": "volume"
}

Pricing

Pay-per-result: $0.0325 per result collected. You pay only for the results written to your dataset.

Results collected Approximate cost
100 results $3.25
1,000 results $32.50
10,000 results $325.00

New Apify accounts start with $5 in free credit.

Free users

Free-plan runs return up to 10 results as a preview. Upgrade your Apify plan to collect up to 1,000,000 results per run.

Run it

  1. Create a free Apify account with $5 in credit.
  2. Open the Bitstamp Crypto Tickers Scraper.
  3. Set your inputs and any filters, then click Start.
  4. Export the results as CSV, Excel, JSON, or XML from the Dataset tab.

Run it programmatically through the Apify API (run-sync-get-dataset-items) or the ApifyClient for JavaScript and Python.

Use with AI agents (MCP)

Give an AI agent live access to Bitstamp through the Model Context Protocol. Add the Actor to Claude, Cursor, or any MCP client:

claude mcp add --transport http apify "https://mcp.apify.com?tools=parseforge/bitstamp-tickers-scraper"

Then prompt it in plain language to run the scraper and read back the results.

Troubleshooting

Why am I getting no results?

Check your trading status filter. If it is set to 'Enabled' but you also filtered by a quote currency that has no enabled pairs, you will get an empty dataset. Try setting trading status to 'All' or choosing a different quote currency.

Why is the run slow when I enable OHLC?

OHLC enrichment makes a separate API call for every ticker. If you collect 100 tickers, that is 100 extra requests. Reduce 'Maximum tickers' or disable OHLC if speed is critical.

Why do some tickers have missing OHLC data?

Bitstamp's OHLC endpoint may not have a daily candle yet for very new or very illiquid pairs. The Actor will still return the ticker row, but the OHLC fields will be empty.

Why are my results not sorted?

Make sure you have selected a sort option other than 'No sort (API order)'. The default is 'Volume 24h (desc)', but if you changed it to 'No sort', results will appear in whatever order Bitstamp's API returns them.

I got fewer results than my 'Maximum tickers' setting.

The Actor can only return tickers that exist. If Bitstamp has fewer pairs matching your filters than your maximum, you will get all of them and the run will finish normally.

FAQ

Question Answer
Do I need a Bitstamp API key? No. This Actor uses Bitstamp's public ticker endpoint, which does not require authentication.
What data does each ticker row include? Each row includes the trading pair, last price, bid, ask, 24h volume, 24h high and low, percent change, and timestamp. If you enable OHLC enrichment, it also includes the most recent daily open, high, low, and close.
Can I filter by specific trading pairs? You filter by quote currency (e.g., USD, EUR, BTC) and trading status (Enabled or Disabled). The Actor does not currently support filtering by individual base currencies.
How does the OHLC enrichment work? When enabled, the Actor makes a separate call to Bitstamp's OHLC endpoint for each ticker, requesting the most recent daily candle (step=86400, limit=1). This adds open, high, low, and close to the row but makes the run slower.
What does the trading status filter do? Bitstamp marks pairs as Enabled or Disabled. You can collect only enabled pairs (actively trading), only disabled pairs, or all pairs regardless of status.
How many tickers can I collect in one run? You set the maximum with the 'Maximum tickers' field, up to 1,000,000. The Actor will stop after collecting that many, after applying your sort order.
Can I schedule this Actor to run automatically? Yes. You can set up a scheduled run on Apify to pull Bitstamp tickers every minute, hour, or day.
What export formats are supported? You can export your dataset to CSV, JSON, Excel, or XML from the Apify run console.
Does this Actor support WebSocket or real-time streaming? No. This Actor makes a single HTTP request per run (plus one per pair if OHLC is enabled). It is designed for periodic snapshots, not streaming.
What quote currencies can I filter by? You can choose from USD, EUR, GBP, USDT, USDC, BTC, ETH, PAX, and PYUSD, or leave it empty to get all pairs.

Related actors

Browse the full ParseForge collection for more scrapers.

๐Ÿ†˜ Need help? Email parseforge@protonmail.com with your run ID, your input, and what you expected.

โš ๏ธ Disclaimer. This Actor is unofficial and is not affiliated with, endorsed by, or sponsored by Bitstamp Ltd. It collects only publicly available data. You are responsible for using the collected data in compliance with the source's terms of service and applicable data-protection laws, including GDPR, CCPA, and PIPL. Do not use it to collect personal data unlawfully.

Input

FieldTypeWhat it doesDefault
quoteCurrency string (10 options) Filter pairs by quote currency. Leave empty for all pairs. not set
tradingFilter string (3 options) Only include pairs whose trading is in this status. Enabled
maxItems integer How many tickers to collect per run. 10
fetchOhlc boolean Calls the OHLC endpoint per pair for the most recent daily candle (step=86400, limit=1). Slower. false
sortBy string (5 options) Order results before applying maxItems. volume

Pricing

from $24.38 per 1,000 results

Charged forWhat it isPrice each
result Single result in the default dataset. $0.02438 to $0.0325

Tiered: the lower figure is the price on a higher Apify plan. Billing and the free credit live on Apify.

API

One POST returns the dataset directly. Same shape for every scraper in the library, so swapping the slug is the only change.

POST ยท run and get results
curl -X POST "https://api.apify.com/v2/acts/parseforge~bitstamp-tickers-scraper/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "helloWorld": 123
  }'

Examples

Input that runs as-is.

input.json
{
  "helloWorld": 123
}

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Issues

We build and maintain this scraper, so a problem with it comes to us. Report it on the Apify listing and the thread stays attached to the scraper where the next person can find it: open an issue.

Broken and urgent, or you would rather not post in public? Write to parseforge@protonmail.com and it reaches the people who wrote it.

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