Launch Directory for AI Agents
Toolfound is a launch directory built for AI agents and the people who use them. Makers list a tool for free and get a launch day, a verified listing…
In plain English
Makers of AI helpers can list a tool for free and get a launch day, a checked page, and a spot in a weekly newsletter. Other AI assistants can read the listings, and a popular AI chat already sends many visitors. Paying once moves a launch earlier with a featured spot that day, and a monthly plan adds repeating featured days. Makers pay because a free list gets crowded. The AI does most of the listing help and the billing, while the person running the directory still checks entries, helps makers, and talks with builder groups.
$77 verified revenue last 30 days, mostly non-recurring (TrustMRR/Stripe, Oct 28, 2026)
Operator: Mel
Revenue independently checked: documents reviewed by a publication, or a public dashboard.
Not disclosed.
The tool stack
Payments
OpenAI API ↗LLM / vision
Next.js ↗Web app framework
Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.
Step-by-step setup
- Build a curated directory or launch platform for one audience.
- AI helps write listings and categorize entries.
- Charge for featured spots, fast-track reviews or launch packages.
- Grow through SEO and founder communities.
What's automated vs. the human 20%
The machine does
- Core AI generation/analysis
- Billing and onboarding
You still do
- Product quality and support
- Distribution and marketing
- Compliance and edge cases
Overview
Toolfound is a launch directory built for AI agents and the people who use them. Makers list a tool for free and get a launch day, a verified listing page and a spot in the weekly newsletter. AI assistants read Toolfound through its MCP connector, llms.txt and structured listing pages, and ChatGPT is already its largest source of visitors. Priority ($19 once) moves a launch earlier with a featured spot on launch day. Plus ($9.99/mo) covers every launch with recurring sponsor days.
Operator: Mel. Category on TrustMRR: SaaS. Founded: 2026-09-06. Website: https://toolfound.com/
Estimated split: about 80% of the work automated, 20% human.
Realistic income
TrustMRR (checked Oct 28, 2026) shows $77 in Stripe-verified revenue over the last 30 days, $77 verified over its tracked history. Most of this revenue is one-time, not recurring. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live listing — numbers change.
Risks
- Value depends on real traffic; be honest about it.
- Many free directories compete.
- Startup cost and time to first dollar are not disclosed.
*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.
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