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GMGN Agent Skills
With GMGN Agent Skills, you can use AI agents to query real-time trending token rankings across multiple chains, token fundamentals, social media signals, live trading activity, new tokens in Trenches, top holders, top traders, smart money positions, KOL holdings, insider wallets, bundled wallet exposure, and other professional on-chain analytics. It also supports market orders, limit orders, advanced take-profit/stop-loss strategy orders, one-command cooking orders (buy + condition orders in a single flow), and wallet management — including real-time holdings, recent P&L, and transaction history — all through natural language.
Why GMGN Skills
Built for AI agents to query and trade multi-chain Meme tokens at high speed in real time. gmgn-skills gives AI agents direct access to GMGN's trending tokens, Trenches new token listings, and professional on-chain data — including Smart Money, KOL, rat trader, and bundler analytics.
With 500+ professional data dimensions, you can turn your AI agent into a 24/7 real-time chain-scanning trading tool — monitoring multi-chain token momentum, placing orders instantly, and managing exits with take-profit / stop-loss, all on autopilot.
1. Real-time on-chain data — faster
Data across SOL / BSC / Base / ETH is live on every query. Supports multi-parameter customization, no snapshot cache — built for AI agent real-time decision-making (including but not limited to):
| Data | Granularity |
|---|
| New token discovery (Trenches) | Real-time, filtered by launchpad, dev holdings, KOL entry, rat trader ratio |
| Trending tokens | Real-time, 1m / 5m / 1h / 6h / 24h — minimum 1-minute window |
| Token info | Real-time — trade activity / price / volume / market cap |
| Token security | Real-time — open source, renounced, honeypot detection, etc. |
| Token analytics | Real-time — Dev / KOL / Smart Money / rat trader / bundler wallet holdings |
| Monitoring & tracking | Real-time — KOL / Smart Money / followed wallet trade activity |
| K-line (OHLCV) | Real-time, 1m / 5m / 15m / 1h / 4h / 1d — minimum 1-minute candles |
| Wallet holdings | Real-time — holdings / P&L / trade activity |
2. Trade faster
- Same RPC routing as GMGN's web trading interface, multi-region deployment, millisecond response — order submission under 0.3 seconds end-to-end.
- Automatic best-route selection, the same routing engine as GMGN web.
- Market orders, limit orders, and strategy orders (take-profit / stop-loss) in a single command.
- Sell by position percentage (
--percent 50) without calculating exact amounts.
| Order Type | Description |
|---|
| Market Order | Instant execution at current market price |
| Limit Order | Trigger buy or sell at a specified price |
| Take-Profit / Stop-Loss | Fixed-price exit conditions attached to a swap |
| Trailing Take-Profit / Trailing Stop-Loss | Tracks price peak; fires after a specified drawdown % — rides momentum while protecting gains |
| Multi-Wallet Batch Trading | Buy with multiple wallets simultaneously, each with its own take-profit / stop-loss / trailing take-profit / trailing stop-loss orders |
3. More comprehensive token data
No more scraping web pages or getting blocked by Cloudflare. Query all the professional analytics needed for high-frequency Meme token trading, with high concurrency in real time (including but not limited to):
- Smart money count (
smart_degen_count) and KOL holders (renowned_wallets) — live
- Rat trader ratio (
rat_trader_amount_rate) — volume share from insider/sneak wallets
- Bundler bot exposure (
bundler_trader_amount_rate) — volume from bot-bundled buys
- Sniper wallets (
sniper_count) — wallets that bought at the exact moment of launch
- Suspected insider hold rate (
suspected_insider_hold_rate)
- Fresh wallet ratio (
fresh_wallet_rate)
- Rug ratio score (0–1) + honeypot detection + wash-trade flag
- Bonding curve status (
is_on_curve) — whether the token has graduated to open DEX
4. What you can do with GMGN Skills
Real-time chain scanning
- Scan Trenches for new tokens, filtered by launchpad (Pump.fun, letsbonk, fourmeme, clanker…), dev holdings, KOL entry, and rat trader ratio in real time
- Browse multi-chain trending token rankings (minimum 1-minute granularity), sorted by volume, smart money count, market cap, and more
- Track new tokens in real time — see which tokens KOLs, Smart Money, and wallets you follow are buying, and auto-analyze the latest hot tokens
- Fetch real-time K-line / OHLCV data for any token (1m / 5m / 15m / 1h / 4h / 1d)
Token analytics
- Query token fundamentals, social links, Bonding Curve status, and liquidity pool details
- Security check: open source, renounced, honeypot, wash trading, Rug ratio score (0–1)
- Deep holder analysis: Smart Money / KOL / rat trader / bundler / sniper / whale / fresh wallet — holdings breakdown and rankings
Wallet & tracking
- Analyze any wallet: real-time holdings, realized / unrealized P&L, win rate, trade style, full history
- Track the latest buys and sells from Smart Money, KOL, and wallets you follow in real time
Automated trading
- Market orders, limit orders, take-profit / stop-loss strategy orders — end-to-end latency under 0.3 seconds
- One-command sell by position percentage (
--percent 50), no manual calculation needed
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