Real AI agent use cases, with sources and setup prompts

How to research memecoins and crypto with AI agents

Rug checks, read-only launch trackers and small, logged trading experiments people ran with AI agents. Not financial advice. 10 matching use cases below, each with a public source.

Looking for something else? Search all 954 use cases or .

Get started in 3 steps

  1. Start read-only: let the agent track new launches or score tokens before any wallet is connected, like the 600-coin tracker below.
  2. If you do connect a wallet, use a small separate one with a hard spending limit and an approval step.
  3. Treat the profit numbers in these posts as the authors' own claims; in the 600-coin tracker only 31 coins were up after 24 hours.
MoneyX · @h100envy

Scan Solana memecoins for rugs with an open-source safety swarm

CrawlHive is an open-source memecoin safety tool for Solana: it scores each token on 7 checks (market, holders, bundles, clones, dev, Telegram, X) for a 0 to 100 verdict, reads contract bytecode for 134 dangerous functions, and lets you write your own crawlers in plain language that send signals to Telegram. It also works over MCP and with Grok Bot.

$30/mo1 weekAdvanced
Grok BotTelegram

Common questions

Which AI tools do people use to research memecoins and crypto?
Across the 10 sourced use cases in this guide, the most used tools are Grok Bot, Claude Code, Base, Chord, Claude Fable 5.1.
How much does it cost to get started?
0 of the 10 use cases can start on a free plan. The most common paid starting price is $30/mo (5 use cases). Prices come from each tool's official pricing page.
How long does setup take?
5 of the 10 use cases list a setup time of an hour or less. Each card shows the setup time the builder reported.
Are these real examples?
Yes. Every use case links to its public source (an X post, a Hacker News thread or a GitHub repo) with the author and date, so you can check it yourself.

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