Crypto Best Wallets Scraper

🚀 Crypto Best Wallets Scraper: GMGN Smart Money and Whale Wallet Tracker

Export the top 100 most profitable wallets on Solana, Ethereum, Base and Tron as clean JSON, CSV or Excel. The Crypto Best Wallets Scraper pulls the GMGN wallet leaderboard and returns each wallet's address, realized profit, PnL, win rate, buy and sell counts, linked X (Twitter) account and trader tags such as kol and smart_degen. Use it as a crypto wallet tracker, a smart money tracker, a crypto whale tracker for copy trading research, or a no-key alternative to a GMGN API.

🎯 Use Cases

• Crypto wallet tracker: save the top wallets on each chain every day and see who keeps showing up in the leaderboard.
• Smart money tracker: filter wallets tagged smart_degen, kol or app_smart_money and watch what the best on-chain traders are doing.
• Copy trading crypto research: shortlist wallets with a high win rate and steady 7-day and 30-day PnL before you follow or copy them.
• Crypto whale tracker: spot wallets with six- and seven-figure realized profit and thousands of trades per week.
• KOL wallet watchlist: match wallets to their X (Twitter) handles to see which influencers actually trade profitably.
• Dashboards and alerts: feed the leaderboard into Google Sheets, a database or a trading bot through the Apify API.

✨ Features

• Four chains: Solana (SOL), Ethereum (ETH), Base and Tron.
• Two ranking periods: rank the leaderboard by the last 7 days or the last 30 days.
• Profit metrics: realized profit and PnL for the last 1, 7 and 30 days, in one row.
• Activity and win rate: number of buys and sells, and the 7-day win rate in percent.
• Identity: the linked X (Twitter) username and avatar when the wallet has one.
• Trader tags: labels like kol, smart_degen, top_followed, arbitrager, wash_trader, bluechip_owner and the trading bots the wallet uses (photon, axiom, bullx, trojan…).
• Fair billing: you pay only for wallets saved to the dataset, and the run stops at your maximum charge. The final status shows exactly how many wallets were saved.

🛠️ How It Works

1. Pick a chain: Solana, Ethereum, Base or Tron.
2. Pick a period: 7 days or 30 days.
3. Run the scraper. In a few seconds you get up to 100 ranked wallets to download or pull through the API.

⚙️ Input

Field	What it does
Chain	Blockchain to rank: sol, eth, base or tron. Default sol.
Time period	Ranking window: 7d or 30d. Default 7d.

{
    "chain": "sol",
    "period": "7d"
}

Want every chain? Run the Actor once per chain (or save one task per chain) and merge the datasets.

💰 Pricing

Pay only for the wallets you get. No monthly rental.

Event	Price	What you get
Wallet	$0.002 per wallet ($2.00 per 1,000)	One ranked wallet with all fields
Actor start	$0.00005 per run	Charged once when the run starts.

Examples:

• One full leaderboard (100 wallets) = $0.20.
• All four chains, both periods, once a day (800 wallets) = $1.60 per day.
• With a maximum charge of $0.10 per run you get the top 49 wallets, and the status says the run stopped at your max charge.

📊 Sample Output Data

A real row from a Solana 7-day run:

{
    "walletAddress": "CyaE1VxvBrahnPWkqm5VsdCvyS2QmNht2UFrKJHga54o",
    "buy": 10056,
    "sell": 3025,
    "chain": "sol",
    "period": "7d",
    "realizedProfit30d": "821862.00808358288692018241",
    "realizedProfit7d": "181477.46768952978919106959",
    "realizedProfit1d": "96886.44349158214406915181",
    "pnl30d": "0.1172432306509236",
    "pnl7d": "0.1298606142212762",
    "pnl1d": "0.3669113089414298",
    "winrate": 56.828885400313965,
    "twitterUsername": "Cented7",
    "avatar": "https://gmgn.ai/defi/images/twitter/b8cd9c6689e23071d3dd80c1f404bb99.jpg",
    "tags": ["photon", "kol", "wash_trader", "arbitrager", "padre", "top_followed", "top_renamed", "axiom"]
}

realizedProfit1d/7d/30d is profit already taken, in US dollars. pnl1d/7d/30d is the return as a ratio, so 0.1298 means +12.98%. Both come as strings to keep their full precision; convert them to numbers in your sheet or code. winrate is the share of winning trades over the last 7 days, in percent. chain and period echo your input, so merged datasets stay easy to filter.

🔁 Schedule and Integrate

The leaderboard changes every day, so run it once a day per chain you follow: each run is a dated snapshot, and together they show which wallets stay on top. Set it up in Apify Schedules, one schedule (or task) per chain and period. Send the results to Google Sheets, Zapier, Make, n8n or a webhook with Apify integrations, so new smart money wallets land in your watchlist automatically.

🤖 Use with AI Agents (MCP)

This Actor works as a tool in Claude, ChatGPT, Cursor and other MCP clients through the Apify MCP server (https://mcp.apify.com). An agent can call it with:

{ "chain": "eth", "period": "30d" }

Ask your agent things like "Which Solana wallets with a KOL tag had the best 7-day PnL today?" and let it read the dataset.

❓ FAQ

Does GMGN have an official API? GMGN's wallet leaderboards are built for its web app, and we are not aware of a public, self-serve API for them. This Actor is the practical alternative: no API key, no account, no rate-limit handling on your side, and the output comes as a ready dataset you can export or query.

Do I need a GMGN account or a crypto wallet? No. The Actor reads public leaderboard data only.

How many wallets do I get per run? Up to 100, the full leaderboard for the chain and period you choose. Run it once per chain for multi-chain coverage.

Why is twitterUsername or avatar empty? Not every wallet is linked to an X (Twitter) account. In a typical Solana run about one wallet in three has no handle, and both fields are empty strings for it.

Is winrate for the 7-day or the 30-day period? It is always the 7-day win rate, whichever period you rank by. The period changes the ranking; the 1d/7d/30d profit and PnL fields are always included.

How do I find profitable crypto wallets to copy trade? Schedule this Actor daily, keep wallets that stay in the top 100 for several days with a win rate above your threshold and positive 7-day and 30-day PnL, and skip wallets tagged wash_trader. Always do your own research before following any wallet.

🔗 Related Scrapers

• CoinMarketCap Historical Prices Scraper: daily price history for the tokens these wallets trade.
• CryptoPanic News Scraper: crypto news headlines to put wallet moves in context.
• Polymarket Price History Scraper: prediction-market odds over time for crypto and other events.