GMGN Scraper — Trending Memecoins & Smart Money
GMGN.ai scraper & unofficial API: export trending memecoins, smart-money wallets and rugchecks to CSV/JSON. No login, no API key.
Charged only on successful results.
Clean schema, ready for ETL.
19 users total
No setup — runs in the cloud on Apify.
What it returns
GMGN.ai scraper & unofficial API: export trending memecoins, smart-money wallets and rugchecks to CSV/JSON.
How to run it
- Open the actor on Apify (button above).
- Fill the input schema — most fields have sensible defaults.
- Click Run. Results land in the dataset within minutes.
- Export as JSON or CSV, or pull via the dataset API.
Guides for this scraper
How to Detect New Memecoin Launches on Solana in 2026
A guide to streaming every newly-launched token pair across Solana, BSC, Base and more — pump.fun, four.meme, Raydium — with liquidity, dev wallet, and security flags.
How to Run Token Rugcheck Security Audits in 2026
A guide to pulling deep token security audits across six chains — honeypot, blacklist, taxes, lock summary, dev history, holder distribution, and AI audit — at bulk scale.
How to Scrape Token Holder Lists with PnL & Wallet Tags in 2026
Pull the full holder list for any token across 6 chains with cost basis, realized PnL, and smart/sniper/whale tags — what the data exposes, how it paginates, and how to use it for forensics.
How to Scrape Top Crypto Trader Leaderboards in 2026
A guide to extracting ranked smart-money wallet leaderboards across six chains — PnL, winrate, volume, holding period, tags, and linked socials — for copy-trade sourcing.
How to Scrape Trending Memecoins Across Chains in 2026
A guide to scraping trending memecoin boards across six chains and four timeframes — price, volume, liquidity, holders, smart-money count, and security flags — at scale.
How to Track Crypto KOL Twitter & Telegram Signals in 2026
Build a real-time alpha feed from crypto KOL tweets and Telegram channel calls — how the data is structured, how token references resolve, and how to ingest it without scraping Twitter yourself.
How to Track Any Crypto Wallet's Portfolio & PnL in 2026
Pull a wallet's full holdings, realized/unrealized profit, per-period PnL and funding source across 6 chains — a DeBank/Zerion-style dataset you can query, for copy-trade audits and forensics.
How to Track Smart Money Buy Signals On-Chain in 2026
A guide to streaming live smart-money, whale, and KOL buy signals across six chains — tagged wallets, net inflow, and block-level trades — for copy-trade and alpha bots.
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