AI tool directories are always outdated.
So we let AI update it every 24 hours.
Built with GitHub Actions, AI agents, and zero human intervention. Links get tested. New tools get added. Dead tools get removed. All automatic.
Automation as our advantage
Traditional directories rely on humans. We rely on code.
Maintained by Robots, Not Humans
Human curators get tired, biased, and busy. Our GitHub Actions workflow runs every 24 hours—scanning Product Hunt, Reddit, Twitter, and research papers. No favoritism. No forgotten updates. Just algorithmic consistency.
View workflow runs →Every Link Actually Works
We ping every tool's URL daily. If it's down, rate-limited, or paywalled without disclosure, it gets flagged or removed automatically. No "Error 404" surprises like other directories.
See validation code →Open Source Pipeline
Our entire automation is on GitHub. See the AI prompts, scraping logic, and ranking algorithms. Fork it. Improve it. We're building in public because transparency beats marketing.
View source code →New Tools Added Within Hours
Traditional directories wait for submissions or manual discovery. We monitor 50+ sources continuously. When a new tool hits Product Hunt or gets mentioned by AI researchers, it's on our radar immediately.
View commit history →85+ tools we've evaluated and recommend
Links tested within the last 24 hours. Dead tools automatically removed.
Learn from the researchers building GPT-5, Gemini, and Claude
Key voices from OpenAI, Google DeepMind, Anthropic, and Meta AI. Auto-updated from their latest papers and talks.
Stay ahead with podcasts from AI pioneers and practitioners
Breakthrough research, pragmatic builders, and responsible governance. Updated as new episodes drop.
Extend Claude and other AI assistants with Model Context Protocol servers
Step-by-step setup guides for integrations that actually work. Tested automatically before being listed.
How we plan to keep this sustainable
We're building in public. Here's our honest approach to monetization.
Ethical Affiliate Links
Some tools have affiliate links. We never let this affect rankings—our algorithm is open source and you can verify this yourself.
API Access
Access our auto-updated database via API. Perfect for developers building AI tool aggregators or research projects.
Weekly Automation Reports
See what our AI discovered this week—new tools added, dead links removed, algorithm improvements. Support the project for $5/month.
SubscribeGitHub Sponsors
Support the automation infrastructure. We publish monthly transparency reports showing server costs, AI API expenses, and development time.
Star on GitHubTransparency commitment: We will never accept payment to manipulate rankings. All revenue streams are disclosed here. Our automation code is open source—verify it yourself on GitHub.