CoinGecko Cryptocurrency Scraper

CoinGecko Cryptocurrency Scraper

Scrape cryptocurrency market data from CoinGecko, up to a million coins per run. Each coin comes with its price, market cap, volume, and rank in your chosen currency. No API key required. Export to CSV, JSON, Excel, or XML.

CoinGecko's official API limits free calls and needs a key. This reads the public market listings directly, filtered by category and sorted by market cap or volume, and returns each coin in one fixed schema. It works for USD, EUR, GBP, JPY, BTC, and ETH.

Who uses it	What they scrape CoinGecko for
Crypto traders	Which coins are moving right now by volume or market cap
Market researchers	How a category like DeFi or layer-2 is performing this week
Portfolio managers	A daily snapshot of top coins for rebalancing decisions
Data analysts	Clean CSV of coin metrics for trend analysis
Journalists	Current prices and market caps for crypto news stories

What it does

This Actor collects CoinGecko coin listings by category and sort order, and returns each coin as a flat row with its rank, price, market cap, volume, and other market data.

• 💱 Multi-currency: display prices in USD, EUR, GBP, JPY, BTC, or ETH.
• 📊 Sort options: order by market cap or volume, ascending or descending.
• 🏷️ Category filter: narrow to a CoinGecko category slug like decentralized-finance-defi or layer-2.
• 🔢 Scalable: collect from 1 to 1,000,000 coins per run.

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

What you can do with CoinGecko data

📈 Track market movers.

A trader runs the Actor daily with sort by volume descending to see which coins are suddenly active and worth a closer look.

🔍 Research a niche category.

A researcher filters by the decentralized-finance-defi category to list every DeFi coin with its market cap and volume for a sector report.

💼 Build a portfolio snapshot.

A portfolio manager collects the top 100 coins by market cap in USD every morning to update a holdings dashboard.

📊 Feed a data pipeline.

A data analyst schedules the Actor to export CSV into a warehouse, joining CoinGecko prices with on-chain metrics.

🌍 Compare currency views.

A journalist runs the same coin list in EUR and JPY to show how local investors see the market differently.

Why choose this scraper

	What you get
No API key	Reads public CoinGecko listings directly, no registration or rate limits.
Fixed schema	Every coin returns the same flat fields for easy joins and analysis.
Flexible currency	Get prices in fiat or crypto, including BTC and ETH.
Category targeting	Focus on DeFi, smart contracts, layer-2, or any CoinGecko category.
Large scale	Collect up to a million coins in one run.

How it compares

This Actor focuses on flexible currency selection, category filtering, and large-scale collection, while the competitors below offer different scopes or integrations.

Feature	ParseForge	Coingecko	Finance MCP Server	Cryptocurrency Market Data Scraper
Multi-currency support (USD, EUR, GBP, JPY, BTC, ETH)	Yes	Not listed	Not listed	Not listed
Category filter by CoinGecko slug	Yes	Not listed	Not listed	Not listed
Sort by market cap or volume	Yes	Not listed	Not listed	Not listed
Collect up to 1,000,000 coins per run	Yes	Not listed	Not listed	Not listed
No API key required	Yes	Not listed	Not listed	Yes
Trending coins data	Not listed	Not listed	Not listed	Yes
AI-powered market analysis	Not listed	Not listed	Yes	Not listed

Configure the run

Drive the Actor with a target currency, a maximum number of coins, an optional category slug, and a sort order. Filters run as each coin is read so only matches reach your dataset. The Input tab lists every parameter.

A first run with the defaults:

{
  "vsCurrency": "usd",
  "maxItems": 10,
  "order": "market_cap_desc"
}

A larger pull:

{
  "vsCurrency": "usd",
  "maxItems": 200,
  "order": "market_cap_desc"
}

Pricing

Pay-per-result: $0.00036 per result collected. You pay only for the results written to your dataset.

Results collected	Approximate cost
100 results	$0.04
1,000 results	$0.36
10,000 results	$3.60

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 CoinGecko Cryptocurrency 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 CoinGecko 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/coingecko-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 category slug. It must exactly match a CoinGecko category slug, like decentralized-finance-defi. If you leave it empty, you should get all coins. Also verify your maxItems is at least 1.

Why are prices different from the CoinGecko website?

Prices update frequently. The Actor captures data at the moment of the run, so a few seconds of delay can cause small differences. Run again to get the latest.

Why did the run stop before reaching my maxItems?

CoinGecko may not list as many coins as you requested, especially if you used a category filter. The Actor returns all available coins up to your limit.

Can I get more than 1,000,000 coins?

No, the maximum is 1,000,000 coins per run. If you need more, split your request by category or run multiple times.

Why is the volume field zero for some coins?

Some coins have no reported trading volume on CoinGecko. The Actor returns the value as provided, which may be zero.

FAQ

Question	Answer
Do I need a CoinGecko API key?	No. This Actor reads the public CoinGecko market listings directly, so no registration or key is required.
What currencies can I get prices in?	You can choose USD, EUR, GBP, JPY, BTC, or ETH as the target currency for all prices and market caps.
How many coins can I scrape in one run?	You can set the maximum coins from 1 up to 1,000,000. The Actor will collect up to that many, depending on what CoinGecko lists.
Can I filter by coin category?	Yes. Enter a CoinGecko category slug like decentralized-finance-defi, smart-contract-platform, or layer-2 in the category field. Leave it empty to get all coins.
What sort orders are available?	You can sort by market cap or volume, in ascending or descending order. The default is market cap descending.
What data does each coin row include?	Each row includes the coin's rank, name, symbol, current price, market cap, volume, and other market data in your chosen currency. The exact fields are shown in the sample output.
Can I export the results?	Yes. You can export the dataset to CSV, JSON, Excel, or XML from the Apify platform.
Is this legal to scrape?	This Actor reads publicly available data from CoinGecko. You are responsible for complying with CoinGecko's terms of service and any applicable laws.
How often should I run this?	Crypto prices change constantly. Many users schedule the Actor every 5 to 15 minutes for near real-time data, or daily for a snapshot.
Can I get historical data?	No, this Actor returns the current market snapshot from CoinGecko. For historical OHLCV data, consider a different actor or the official API.

Related actors

Browse the full ParseForge collection for more scrapers.

🆘 Need help? Email parseforge@protonmail.com with your run ID, your input, and what you expected.

⚠️ Disclaimer. This Actor is unofficial and is not affiliated with, endorsed by, or sponsored by CoinGecko. 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.