Real AI agent use cases, with sources and setup prompts

Build a 24/7 crypto research agent that only paper-trades with Claude Code

A shared prompt plus two free MCP servers (DexPaprika for DEX data, CCXT for exchange candles) makes Claude Code build a loop that pulls prices every 15 minutes, scores trend and volatility, decides buy/sell/hold with a written reason and logs paper trades to SQLite.

$17/mo1 hourIntermediateSource linked

Source

@RoundtableSpace on X · 2026-10-17

Written in our own words. Credit to the original author. Link checked 2026-10-22.

What they did

A shared prompt plus two free MCP servers (DexPaprika for DEX data, CCXT for exchange candles) makes Claude Code build a loop that pulls prices every 15 minutes, scores trend and volatility, decides buy/sell/hold with a written reason and logs paper trades to SQLite.

Result (as claimed)

Free data, no exchange keys and no real money involved.

Tools they used

Claude CodeDexPaprika MCPCCXT MCPSQLite

Cost: Claude Code: from $17/mo.

Set it up

  1. Gather the documents

    Collect statements, bills, invoices or tax documents for the period you want reviewed.

  2. Ask for an audit, not actions

    Have Claude Code list findings, amounts and suggested next steps before it does anything.

  3. Approve each action

    Approve cancellations, disputes or payments one at a time. Never give an agent open-ended access to move money.

  4. Track the result

    Record what changed and what you saved so you can check it next month. This is not financial advice.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Build a 24/7 crypto research agent that only paper-trades with Claude Code
What the original author did: A shared prompt plus two free MCP servers (DexPaprika for DEX data, CCXT for exchange candles) makes Claude Code build a loop that pulls prices every 15 minutes, scores trend and volatility, decides buy/sell/hold with a written reason and logs paper trades to SQLite.
Reported result (as claimed by the author): Free data, no exchange keys and no real money involved.
Source: https://x.com/RoundtableSpace/status/2111249583321858541
Tools they used: Claude Code, DexPaprika MCP, CCXT MCP, SQLite
Category: Money

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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Guides for this use case

How to build an MCP server for AI agents · How to vibe code an app with Claude Code · How to automate work with n8n and AI

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