gmgn-cooking Skill: Launch Meme Coins on Pump.fun and Other Launchpads

Lets your agent launch a token on a launchpad such as Pump.fun or FourMeme through the gmgn-cli, and read launchpad creation stats.

Installs: 16.7K; on skills.sh
Stars: 636; on GitHub
Updated: Oct 2026; last repo commit

Ask it to create a token or cook a coin and the agent walks you through a guided flow: chain and launchpad, name, symbol, logo, initial buy amount and optional fee and auto-sell settings. Then it runs gmgn-cli cooking create. A second command, cooking stats, reports how many tokens each launchpad created.

This spends real money and cannot be undone. Creating a token needs a GMGN API key and a private key for local signing, both kept in a file on your machine. Read the amount and chain back before you confirm.

Good for

Meme coin creators who want to launch from the terminal
Developers building agent workflows on Solana, BSC or Base
Researchers who only need launchpad creation stats

Install gmgn-cooking

Claude Code

Copy this prompt.

Install the gmgn-cooking skill in Claude Code. Run this command:

npm install -g gmgn-cli

Then check that it loaded and tell me how to use it.

2
Paste it into Claude Code. It shows the change and asks before running it.

Requires Node.js.

The README installs the whole GMGN skill set. Put the keys in ~/.config/gmgn/.env.

From the vendor's docs. Source.

What's in the skill

When it loads

[FINANCIAL EXECUTION] Create and launch meme coins and crypto tokens on launchpads (Pump.fun, FourMeme, Bonk, BAGS, Flap, Klik, Clanker, etc.) via bonding curve fair launch, or query token creation stats by launchpad via GMGN API. Use when user asks to create a token, launch a meme coin, cook a coin, deploy on a launchpad, or check launchpad creation stats on Solana, BSC, or Base.

Sections in SKILL.md

Core Concepts
Financial Risk Notice
Sub-commands
Supported Chains
Supported Launchpads by Chain
Quote Token conversion (when --raised-token is set)
Prerequisites
Rate Limit Handling
Credential Model
cooking stats Usage
cooking stats Response Fields
cooking create Parameters
Advanced API Fields
Platform capability matrix
Pump.fun (--dex pump)
Bonk (--dex bonk)

Key facts

Author: GMGN
License: MIT (plugin.json)
Installs on skills.sh: 16,715 (Nov 2, 2026)
GitHub stars: 636 (Nov 2, 2026), whole repo
Files: 1 file including SKILL.md
Last commit: Oct 29, 2026 (repo)
Needs: The gmgn-cli (npm package gmgn-cli), a GMGN API key and, for creating tokens, a private key
Chains: sol, bsc, base, robinhood
Launchpads: pump, bonk, bags (Solana); fourmeme, flap (BSC); klik, clanker (Base); trench, pons (robinhood)
Rate limits: Free 5/5, Plus 20/20, Pro 50/50 (rate/capacity); create costs weight 5

What it includes

gmgn-cli config --check before any command
If it fails, the agent runs gmgn-cli config and applies the API key you send it.
Runs code · Config check
Token creation counts per launchpad
Needs only the API key.
Runs code · cooking stats
Deploys a token and makes the initial buy
Needs API key and private key. Takes chain, launchpad, wallet address, name, symbol, buy amount, image and slippage. Anti-MEV works on Solana only.
Runs code · cooking create
Eight steps from chain choice to execution
Collects platform, name, symbol, logo, buy amount, optional details, platform modes and auto-sell, then runs.
Guided launch flow
Sell configs, bonding-curve and fee-share settings
Platform-specific fields for Pump.fun, Bonk, BAGS, Flap and FourMeme.
Write · Auto-sell and fee options
gmgn-cli order get until confirmed
Polls every 2 seconds for up to 30 seconds. The new token address is in report.output_token.
Runs code · Order polling

From the official docs

Permissions

High risk

What it can do

Read your data
Create and change things
Delete things
Read-only modeHow to turn it on

Watch out for

It spends real money and cannot be undone
cooking create deploys a token contract and makes the initial buy. Check chain, launchpad, wallet and amount before the agent runs it. github.com
No separate final confirmation step
The guided flow ends with "execute the request directly" once the fields are collected. Auto-sell configs sell automatically after launch, and fee-share splits permanently route token revenue to the listed accounts, per SKILL.md. github.com
Your private key sits in a plain file
The setup writes GMGN_PRIVATE_KEY to ~/.config/gmgn/.env. Use a dedicated wallet with small funds, and do not paste the key into chat. github.com
A project .env can override your keys
The CLI reads a .env in the working folder after the global one. Make sure a stray .env does not point at a different wallet. github.com
The README quick start makes the agent generate and store keys
It has the agent run openssl to write an Ed25519 private key to /tmp/gmgn_private.pem, asks you to send back the API key in chat, then writes keys to ~/.config/gmgn/.env with chmod 600. It also says swap capability needs your egress IP whitelisted. github.com
It may run network diagnostics
On 401 or 403 it runs ifconfig or ip addr and requests ipv6.icanhazip.com to test IPv6. github.com

Technical details

Turning on read-only	Use only cooking stats, which needs the API key but not the private key.
Talks to	GMGN OpenAPI over HTTPS. https://ipv6.icanhazip.com (only when diagnosing IPv6)
Sign-in and keys	Keys are stored in ~/.config/gmgn/.env; a .env in the current folder overrides it.
Scopes	GMGN_API_KEY GMGN_PRIVATE_KEY (token creation)

Questions

What does gmgn-cooking do?

It lets your agent create a token on a launchpad through the gmgn-cli, and check creation stats. Creation deploys a real token contract and makes an initial buy.

How do I install it?

Use the install box above. You need the gmgn-cli, the skill and your own API key from gmgn.ai/ai. Creating a token also needs a private key, so set that up only if you mean to launch.

Does it need an API key?

Yes. Stats need GMGN_API_KEY. Creating a token also needs GMGN_PRIVATE_KEY, and the key must belong to the wallet bound to the API key. The README says a public demo key exists for read-only testing only.

Can I undo a launch?

No. The skill says every create deploys an on-chain contract, spends the initial buy, and cannot be reversed. Use only funds you are willing to lose.

Does it ask before it spends money?

Only partly. SKILL.md says to confirm the human-readable buy amount with you and to ask for each field one at a time, but its last step (Step 8) says to execute directly once the fields are collected. There is no separate final yes/no step in the file. If you want one, tell the agent to show the full command and wait before running it.

Who pays, and is there a test mode?

You pay. The initial buy and network fees come from the wallet bound to your GMGN API key (SOL, BNB or ETH depending on chain). Optional bundle and sniper buys spend from the extra wallets you list. SKILL.md describes no testnet or dry-run for cooking create. The README's public demo key is for read-only testing only, so use cooking stats to check your setup and treat every create as real.

Is it safe?

It can spend real funds from your wallet, and it keeps your API key and private key in a plain env file on your machine. The skill says the private key is used for local signing only and is never passed as a command argument. Read every parameter before you approve.

Why do I get 401 or 403 with a correct key?

The skill points to IPv6 first. gmgn-cli only works over IPv4, so it tells you to disable IPv6 on your network interface.

Does it work in Codex, Cursor or Cline?

The README documents Codex CLI (clone the repo and symlink its skills folder into ~/.agents/skills, shown in the install box), OpenCode (same method), Cursor (skills are found through the repo's .cursor-plugin folder, then restart Cursor) and Cline (point its Skills directory at the installed package's skills folder). The README gives no Claude app upload route; the skill also needs the gmgn-cli installed on your machine.

Information

updated Nov 2, 2026

Repository: gmgnai/gmgn-skills
Folder: skills/gmgn-cooking

gmgnai/gmgn-skills skills.sh

Sources

Docs, issue trackers and discussions this page is built from.

Show all 2

GMGN skills README · github.com
gmgn-cooking SKILL.md · github.com