Real AI agent use cases, with sources and setup prompts

Ask Claude if you can afford a trip using your own cash flow forecast

Stoke Money finds paychecks, rent and bills in your history and projects every account forward day by day. On its Pro plan you connect Claude, ChatGPT or another MCP assistant, which reads your forecast and can categorize transactions and draft plans, for example checking whether a December trip fits.

See pricing page20 minutesBeginnerSource linked

Source

_wesley on Hacker News · 2026-10-16 · Project link

Written in our own words. Credit to the original author. Link checked 2026-10-18.

What they did

Stoke Money finds paychecks, rent and bills in your history and projects every account forward day by day. On its Pro plan you connect Claude, ChatGPT or another MCP assistant, which reads your forecast and can categorize transactions and draft plans, for example checking whether a December trip fits.

Result (as claimed)

Free plan available; MCP access on Pro; shared on Show HN.

Tools they used

Cost: Pricing depends on the tools you pick; check each official pricing page.

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 Stoke Money 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: Ask Claude if you can afford a trip using your own cash flow forecast
What the original author did: Stoke Money finds paychecks, rent and bills in your history and projects every account forward day by day. On its Pro plan you connect Claude, ChatGPT or another MCP assistant, which reads your forecast and can categorize transactions and draft plans, for example checking whether a December trip fits.
Reported result (as claimed by the author): Free plan available; MCP access on Pro; shared on Show HN.
Source: https://news.ycombinator.com/item?id=50122776
Tools they used: Stoke Money, Claude, ChatGPT
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 AI agents for SEO and ads · How to build an MCP server for AI agents · How to use AI agents for taxes, bills and budgets · How to use ChatGPT for real projects and everyday tasks

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