AI Tool Catalogs — 400,000+ Tools Across 13 Directories
One-Line Flow: Bookmark these sites → search by category → find AI tool for your task → use it immediately
Why this matters: AI tools are exploding faster than anyone can track. These 13 directories catalog hundreds of thousands of them—image generators, chatbots, code writers, video editors, everything. Instead of Googling “AI tool for X” and getting ads, you’re searching curated databases that show free vs paid, working vs broken, new vs outdated. Whether you need to automate work, create content, or just mess around with AI, these catalogs are your starting point.
Why You Need AI Tool Directories
The problem: New AI tools launch daily. Most suck. Some are scams. A few are incredible. You can’t tell which is which from a Google search.
These directories solve this by:
- Cataloging tools by category (image gen, video, text, code, etc.)
- Showing free vs paid status
- Testing tools to verify they work
- Updating when tools die or get better
- Aggregating user reviews/ratings
Think of it like: App Store but for AI tools. Browse, filter, test, bookmark what works.
The Catalogs (Biggest to Most Specialized)
1. HuggingFace Spaces — 400,000 AI Models
What it is: The GitHub of AI. Every model, demo, and experiment lives here.
Best for: Developers, researchers, people who want to test cutting-edge AI before it’s packaged into products.
Downside: Overwhelming. No hand-holding. You’re diving into raw AI models.
2. Futurepedia — 2,600 AI Tools (Curated Categories)
What it is: Clean, organized directory. Tools sorted by use case (writing, video, marketing, etc.).
Best for: Beginners who need “AI tool for X” and want instant answers.
Why it’s good: Actually curated. They remove dead tools.
3. Phygital Library — 3,600 AI Tools (Test Immediately)
https://library.phygital.plus/
What it is: Massive catalog where you can test most tools directly without leaving the site.
Best for: People who hate signing up for 50 accounts. Try before you commit.
Standout feature: Test AI tools inline. No external links, no bullshit.
4. AILib.ru — 3,000 Tools (Russian Language Warning)
What it is: Russian AI tool directory. Solid catalog, but interface is in Russian.
Best for: Russian speakers, or anyone willing to use Google Translate for access to tools not listed elsewhere.
Downside: Language barrier. Use Chrome auto-translate.
5. ClickUp Doc — Curated Link Collection
https://doc.clickup.com/25598832/d/h/rd6vg-14247/0b79ca1dc0f7429/rd6vg-12207
What it is: Someone’s personal curated list of AI tools in a ClickUp document.
Best for: Quick reference. No fancy UI, just links and descriptions.
Why it’s useful: Human-curated. No algorithmic ranking bullshit.
6. AI Tool Tracker — Tracks New AI Launches
What it is: Website that monitors the internet for new AI tool launches and adds them to the database.
Best for: Staying ahead of trends. See what’s new before it blows up.
Why it matters: You find tools early, before everyone else saturates them.
7. AICyclopedia — Test Tools On-Site (Free/Paid Labels)
https://aicyclopedia.com/ai-tools/
What it is: AI tool directory where you can use tools directly on the site. Shows free vs paid status upfront.
Best for: People who need to know cost before clicking.
Standout feature: No surprises. Free/paid clearly labeled.
8. Stork AI — Daily Updates
What it is: AI tool catalog updated daily with new additions.
Best for: People who want fresh tools, not stale directories from 2023.
Why it’s good: Active maintenance. Dead tools removed, new ones added.
9. Toolfolio — AI Tool 'App Store'
What it is: Looks like Google Play Store but for AI tools. Browse by category, ratings, popularity.
Best for: Visual learners who prefer app-store-style browsing.
Why it works: Familiar UI. Less overwhelming than text lists.
10. AI Collection (GitHub) — Developer-Focused Repository
https://github.com/ai-collection/ai-collection
What it is: GitHub repo with organized links to AI tools. Developer-maintained, community-driven.
Best for: Developers who live in GitHub anyway.
Why it’s solid: Open-source. Community updates it. No corporate bias.
11. ToolScout AI — AI Search Engine (Free/Paid Filters)
What it is: Search engine specifically for AI tools. Filter by free/paid, category, features.
Best for: Power users who know exactly what they need and want advanced filters.
Why it’s better than Google: No ads. Only AI tools. Filters actually work.
12. AI Valley — 1,700 Tools + Prompt Generator
What it is: 1,700 AI tools plus a built-in prompt generator for getting better results.
Best for: People who struggle with prompts. Built-in helper teaches you.
Bonus feature: Prompt generator = learn to use AI tools better.
13. AllGPTs — Custom GPT Marketplace
What it is: Catalog of custom ChatGPT bots created by users for specific tasks (coding, marketing, writing, etc.).
Best for: ChatGPT users who want specialized versions without building their own.
Why it’s useful: Pre-made GPTs for niche tasks. Just use them.
Bottom line: These 13 directories catalog 400,000+ AI tools. Bookmark them all, search when you need something, test before committing. Whether you’re automating work, creating content, or just exploring AI, start here instead of random Google searches.
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