meme-scout
Comprehensive tool for scouting trending meme coins on DEX platforms like DexScreener. Use for discovering trending tokens, analyzing price movements, volume data, and risk assessments. Supports multiple timeframes (5m, 1h, 6h, 24h) and includes risk checking capabilities for specific tokens.
- Installs
- 253
- Last 24h
- —
- Trending rank
- —
- Security
- Not audited
Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/kukapay/crypto-skills --skill meme-scout- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads meme-scout automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Meme Scout
This skill provides workflows for finding and analyzing trending meme coins on decentralized exchanges.
Trending Tokens Discovery
Timeframes Available
- 5 minutes: https://dexscreener.com/?rankBy=trendingScoreM5&order=desc
- 1 hour: https://dexscreener.com/?rankBy=trendingScoreH1&order=desc
- 6 hours (default): https://dexscreener.com/
- 24 hours: https://dexscreener.com/?rankBy=trendingScoreH24&order=desc
How to Fetch Trending Data
- Use curl to fetch the HTML from the appropriate URL
- Extract the __SERVER_DATA from the script tag using sed
- Parse the JSON with Node.js VM to get the pairs array
- Each pair contains: baseToken (name, symbol, address), priceUsd, priceChange (m5, h1, h6, h24), volume, liquidity, etc.
Example command for top 10 trending:
curl -s "https://dexscreener.com/?rankBy=trendingScoreH24&order=desc" | sed -n 's/.*window\.__SERVER_DATA\s*=\s*\(.*\);.*/\1/p' | node -e "
const fs = require('fs');
const input = fs.readFileSync(0, 'utf-8').trim();
const code = 'data = ' + input;
const vm = require('vm');
const sandbox = {data: null, URL: URL, Date: Date, undefined: undefined};
vm.runInNewContext(code, sandbox);
const pairs = sandbox.data.route.data.dexScreenerData.pairs.slice(0,10);
pairs.forEach(p => console.log(\`\${p.baseToken.name} | \${p.chainId} | $\${p.priceUsd} | \${p.priceChange.h24}% | \${p.baseToken.address}\`));
"
Risk Assessment for Specific Tokens
Steps to Check Risk
- DexScreener Audit: Visit the pair page (https://dexscreener.com/{chainId}/{pairAddress}) and check the "Audit" section
- RugCheck.xyz: For Solana tokens, use https://rugcheck.xyz/tokens/{tokenAddress}
- On-chain Analysis: Check creator wallet, liquidity locks, token distribution
- General Red Flags: Anonymous teams, Pump.fun origin, extreme volatility, no utility
Risk Levels
- Low: Verified team, audited contracts, locked liquidity
- Medium: Some transparency, basic audit, moderate volatility
- High: Anonymous creator, no locks, Pump.fun token, high volatility
- Extreme: Recent creation, suspicious patterns, social hype without substance
References
See references/ for detailed guides:
- DEX Screener API
- Risk Assessment Guide
- Pump.fun Risks
Scripts
- scripts/fetch-trending.js: Node.js script for fetching trending data
- scripts/check-risk.sh: Bash script for basic risk checks</content> <parameter name="filePath">./skills/meme-scout/SKILL.md
FAQ
What does the meme-scout skill do?
Comprehensive tool for scouting trending meme coins on DEX platforms like DexScreener. Use for discovering trending tokens, analyzing price movements, volume data, and risk assessments. Supports multiple timeframes (5m, 1h, 6h, 24h) and includes risk checking capabilities for specific tokens.
How do I install meme-scout?
Run npx skills add https://github.com/kukapay/crypto-skills --skill meme-scout in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/meme-scout/ (personal) or .claude/skills/meme-scout/ (project).
Which AI agents can use meme-scout?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is meme-scout safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains meme-scout?
It is published by kukapay in kukapay/crypto-skills. It has 253 recorded installs.
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