This pulls trending meme coins from DexScreener across different timeframes (5m to 24h) and helps you assess risk before you get wrecked. It scrapes the site's server data to extract price movements, volume, and liquidity info, then provides a framework for checking tokens through DexScreener's audit section and RugCheck.xyz for Solana. The risk assessment is pretty straightforward: it flags Pump.fun tokens, anonymous teams, and missing liquidity locks. Honestly, if you're trading meme coins you probably know most of this already, but having the scraping logic and risk checklist in one place beats manually checking fifty different tokens when something's pumping.

skills.sh installs
281
GitHub stars
37
last updated
Aug 21, 2026

Install

$ npx -y skills add kukapay/crypto-skills --skill meme-scout --agent claude-code

Installs into .claude/skills of the current project.

Files

Meme Scout

This skill provides workflows for finding and analyzing trending meme coins on decentralized exchanges.

Trending Tokens Discovery

Timeframes Available

How to Fetch Trending Data

  1. Use curl to fetch the HTML from the appropriate URL
  2. Extract the __SERVER_DATA from the script tag using sed
  3. Parse the JSON with Node.js VM to get the pairs array
  4. Each pair contains: baseToken (name, symbol, address), priceUsd, priceChange (m5, h1, h6, h24), volume, liquidity, etc.

Example command for top 10 trending:

Sponsors

Details

Repository
github.com/kukapay/crypto-skills
Category
Finance & Trading
First seen
Jun 3, 2026

More from kukapay/crypto-skills

All 4
1insforge avatarinsforgeinsforge/insforge-skillsUse this skill when writing app code with InsForge or @insforge/sdk: database CRUD, auth, storage uploads/storage RLS, functions, OpenRouter AI, realtime, email65.2Kskills.sh installs
2insforge avatarinsforge-integrationsinsforge/insforge-skillsUse when wiring an external auth provider (Clerk, Auth0, WorkOS, Kinde, Stytch, Better Auth) into InsForge for JWT-based RLS, or when adding the OKX x402 paymen60.5Kskills.sh installs
3gmgnai avatargmgn-marketgmgnai/gmgn-skillsGet crypto and meme token price charts (K-line, candlestick, OHLCV), trending meme coin rankings by volume, newly launched tokens on launchpads (pump.fun, fourm19.4Kskills.sh installs
4gmgnai avatargmgn-tokengmgnai/gmgn-skillsResearch any crypto or meme token by address — real-time price, market cap, liquidity, holder list, trader list, top Smart Money and KOL positions, security aud19.4Kskills.sh installs
5gmgnai avatargmgn-trackgmgnai/gmgn-skillsGet real-time crypto buy/sell activity from Smart Money wallets, KOL influencer wallets, and personally followed wallets via GMGN API — alpha signals, whale tra18.7Kskills.sh installs
6gmgnai avatargmgn-swapgmgnai/gmgn-skills[FINANCIAL EXECUTION] Buy and sell meme coins and crypto tokens on Solana, BSC, Base, or Ethereum — single swap, multi-wallet batch trading, limit orders, stop 18.5Kskills.sh installs