gmgn-skills/Readme.md

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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, and wallet management — including real-time holdings, recent P&L, and transaction history — all through natural language.

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Skills

Skill	Description	Reference
/gmgn-token	Token info, security, pool, holders, traders	SKILL.md
/gmgn-market	K-line market data, trending tokens	SKILL.md
/gmgn-portfolio	Wallet holdings, activity, stats	SKILL.md
/gmgn-swap	Swap submission + order query	SKILL.md

For detailed CLI commands, parameters, and recommended values, see the Wiki documentation.

Quick Start

Ready to install skills? Jump to Installation →

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Demo Cases

Trending Token Rankings

Send this prompt to your AI Agent:

Fetch Solana 1h trending, filter for pump.fun tokens created within 6h, sort by volume descending.

Real-Time Token Trading Analysis

Send this prompt to your AI Agent:

Check the first token's K-line, analyze entry timing, plot price + volume chart, and provide social media links and smart money/KOL trading analysis.

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Get Started

Before installing, create your API Key at https://gmgn.ai/ai. The API key is used for:

1. Read data: tokens, trending lists, K-line, and featured on-chain metrics
2. Submit trades: market orders, limit orders, strategy orders, and more

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1. Installation

Choose one of the following methods:

1.1 Via Agent (recommended)

Send this to your AI agent:

npx skills add GMGNAI/gmgn-skills

1.2 npm Global Install

npm install -g gmgn-cli@1.1.0

1.3 Local Development

npm install
npm run build
node dist/index.js <command> [options]

2. Verify Connection

Option 1: Via AI Agent

Send this prompt to your AI Agent:

Run this CLI command: GMGN_API_KEY=gmgn_solbscbaseethmonadtron npx gmgn-cli market trending --chain sol --interval 1h --limit 3

Option 2: Via CLI

Test with the public API key — no registration required:

GMGN_API_KEY=gmgn_solbscbaseethmonadtron gmgn-cli market trending --chain sol --interval 1h --limit 3

If you see JSON output, the CLI is working. The public key supports all read-only commands (token / market / portfolio). The public key is for testing only — apply for your own API key to use any feature (see step 3).

3. Get Your Own API Key

The public key in step 2 is for testing only. Apply for your own API key at https://gmgn.ai/ai — required for all actual use (read-only and swap). You will need:

3.1 Generate an Ed25519 Key Pair

Option 1 — Ask your AI agent (recommended)

Send this prompt to your agent:

Generate an Ed25519 key pair for me using OpenSSL and show me:
1. The public key (I need to fill it in the GMGN API Key application form)
2. The private key in PEM format (I need to set it as GMGN_PRIVATE_KEY in my .env)

Option 2 — Binance Key Generator

Download and run the Binance Asymmetric Key Generator.

Enter the public key in the application form.

3.2 Get Your Public Egress IP

For the IP whitelist (required when enabling swap capability on your API key):

curl ip.me

4. Configure Your API Key

Option 1: Global config (recommended)

Create ~/.config/gmgn/.env once — works from any directory:

mkdir -p ~/.config/gmgn
cat > ~/.config/gmgn/.env << 'EOF'
GMGN_API_KEY=your_api_key_here

# Required for swap / order only:
GMGN_PRIVATE_KEY="-----BEGIN PRIVATE KEY-----\n<base64>\n-----END PRIVATE KEY-----\n"
EOF

Option 2: Project .env

cp .env.example .env
# Edit .env and fill in your values

Config lookup order: ~/.config/gmgn/.env → project .env (project takes precedence).

5. Try in AI Clients

OpenClaw

Send the following prompt directly to test the query capabilities:

Show me the trending tokens on Solana in the last 1 hour.

Claude Code

Skills are automatically discovered when the package is installed as a plugin.

Cursor

Skills are automatically discovered via the .cursor-plugin/ configuration.

1. Complete the installation and configuration steps above
2. Restart Cursor — skills will be available in Agent mode via /gmgn-* commands

Cline

1. Complete the installation and configuration steps above
2. In Cline settings → Skills directory: point to the installed package's skills/ folder:

   echo "$(npm root -g)/gmgn-skills/skills"
   

3. Restart Cline — /gmgn-token, /gmgn-market, /gmgn-portfolio, /gmgn-swap will be available

Codex CLI

git clone https://github.com/GMGNAI/gmgn-skills ~/.codex/gmgn-cli
mkdir -p ~/.agents/skills
ln -s ~/.codex/gmgn-cli/skills ~/.agents/skills/gmgn-cli

See .codex/INSTALL.md for full instructions.

OpenCode

git clone https://github.com/GMGNAI/gmgn-skills ~/.opencode/gmgn-cli
mkdir -p ~/.agents/skills
ln -s ~/.opencode/gmgn-cli/skills ~/.agents/skills/gmgn-cli

See .opencode/INSTALL.md for full instructions.

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6. Usage

Examples

Natural language prompts you can send to any AI assistant with gmgn-cli skills installed:

buy 0.1 SOL of <token_address>
sell 50% of <token_address> on BSC
check order status <order_id>
is <token_address> safe to buy on solana?
show top holders of <token_address>
show my wallet holdings on SOL
query token details for 0x1234...
show trading stats for wallet <wallet_address> on BSC

Typical Workflows

Research a token:

token info  →  token security  →  token pool  →  token holders

Analyze a wallet:

portfolio holdings  →  portfolio stats  →  portfolio activity

Execute a trade:

token info (confirm token)  →  portfolio token-balance (check funds)  →  swap  →  order get (poll status)

Discover trading opportunities via trending:

market trending (top 50)  →  AI selects top 5 by multi-factor analysis  →  user reviews  →  token info / token security  →  swap

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7. CLI Reference

Full parameter reference: docs/cli-usage.md. All commands support --raw for single-line JSON output (pipe-friendly, e.g. | jq '.price').

Token

npx gmgn-cli token info --chain sol --address <addr>

Market

npx gmgn-cli market trending \
  --chain sol \
  --interval 1h \
  --order-by volume --limit 20 \
  --filter not_risk --filter not_honeypot

npx gmgn-cli market trenches \
  --chain sol \
  --type new_creation --type near_completion --type completed \
  --launchpad-platform Pump.fun --launchpad-platform pump_mayhem --launchpad-platform letsbonk \
  --limit 80

Portfolio

npx gmgn-cli portfolio holdings --chain sol --wallet <addr>

Swap (requires private key)

# Submit swap
npx gmgn-cli swap \
  --chain sol \
  --from <wallet-address> \
  --input-token <input-token-addr> \
  --output-token <output-token-addr> \
  --amount 1000000 \
  --slippage 0.01

# Query order
npx gmgn-cli order get --chain sol --order-id <order-id>

8. Supported Chains

Commands	Chains	Chain Currencies
token / market / portfolio	sol / bsc / base	—
swap / order	sol / bsc / base	sol: SOL, USDC · bsc: BNB, USDC · base: ETH, USDC

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9. Security & Disclaimer

About GMGN_PRIVATE_KEY

GMGN_PRIVATE_KEY is a request-signing key used to authenticate API calls to the GMGN OpenAPI service. It is not a blockchain wallet private key and does not directly control on-chain assets. If compromised, an attacker could forge authenticated API requests on your behalf — rotate it immediately via the GMGN dashboard if you suspect exposure.

Best practices

• Restrict config file permissions: chmod 600 ~/.config/gmgn/.env
• Never commit your .env file to version control — add it to .gitignore
• Do not share GMGN_API_KEY or GMGN_PRIVATE_KEY in logs, screenshots, or chat messages
• Use a pinned install (npm install -g gmgn-cli@1.1.0) rather than npx gmgn-cli to avoid executing unintended package updates alongside your credentials

Disclaimer

Use of this tool and any financial decisions made based on its output are entirely at your own risk. GMGN is not liable for any trading losses, errors, or unauthorized access resulting from improper credential management.

The npm package is published with provenance attestation, linking each release to a specific git commit and CI pipeline run. Verify with:

npm audit signatures gmgn-cli