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GMGN Scraper — Trending Memecoins, Smart Money & Wallets — free API client for the Apify platform. No API key setup, thousands of structured results, export to JSON, CSV or Excel.

Project description

GMGN Scraper — Trending Memecoins, Smart Money & Wallets

Run on Apify Python client

GMGN Scraper — Trending Memecoins, Smart Money & Wallets — a Python client for the Apify Actor. Pull GMGN data at scale with no API-key hassle: thousands of clean, structured results you can export to JSON, CSV or Excel.

▶️ Run it on Apify: https://apify.com/logiover/gmgn-trending-memecoin-scanner

Install

pip install gmgn-trending-memecoin-scanner

Usage

from gmgn_trending_memecoin_scanner import scrape

items = scrape({}, token="YOUR_APIFY_TOKEN")
print(len(items), "results")
print(items[0])

Get your free Apify token at https://console.apify.com/account/integrations.

Input

Field Type Description
mode string Data mode
chains array Chains
timeframes array Timeframes
filters array Security filters (trending)
orderBy string Order by (trending)
direction string Sort direction
maxResultsPerCall integer Max results per API call
minVolumeUsd integer Min volume (USD)
minLiquidityUsd integer Min liquidity (USD)
minHolderCount integer Min holder count
minSmartMoneyCount integer Min smart-money holders
maxAgeHours integer Max token age (hours)
includeBinanceDex boolean Include Binance DEX rank (BSC)
deduplicate boolean Deduplicate
newPairsPeriods array Periods (new pairs)

All fields optional — run with empty input {} for a broad default result set.

Output

Each result item includes fields such as: symbol, name, chain, address, price, priceChangePercent1h, priceChangePercent24h, volume, liquidity, marketCap, holderCount, smartMoneyCount, renownedCount, swaps, buys, sells, isHoneypot, isRenounced, buyTax, sellTax.

Why use this

  • ⚡ Thousands of results per run, auto-paginated
  • 🔑 No GMGN login or reverse-engineering — just call the Actor
  • 📦 Export to JSON, CSV, Excel, JSONL, XML
  • ☁️ Runs on Apify cloud — schedule it, add webhooks, wire into Make / Zapier / n8n

FAQ

Do I need an API key?

Only a free Apify token (grab one at https://console.apify.com/account/integrations). No GMGN login and no scraping setup on your side.

How many results can I get?

Thousands per run. Raise the limit in the input to pull more — the Actor paginates for you.

What export formats are supported?

Results are plain JSON in code; from the Apify dataset you can export CSV, Excel, JSON, JSONL or XML.

Is this an official GMGN API?

No. It is an unofficial GMGN data client on the Apify platform — a maintained alternative when there is no official or affordable API.

Links


MIT © 2026 logiover · Client library for the hosted Apify Actor. Not affiliated with GMGN.

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