Rankings are provisional editorial picks. Hands-on testing is in progress — no rank is paid for. How we rank

Use cases

Start from the task, not the tool.

Build a landing page with AI
Go from an idea to a live, good-looking landing page in an afternoon.
Add auth with Supabase
Add sign-up, login and protected routes to an existing app.
Generate a game trailer
Make a short trailer from gameplay ideas, concept art and music.
Ship a full-stack app without coding
Describe an app and get a working product with a database and hosting.
Fix bugs with a coding agent
Hand a failing test or error log to an agent and get a reviewed fix.
Automate a workflow with AI agents
Connect apps and let an AI step handle the judgment calls.
Give your agent access to tools with MCP
Let your coding agent use GitHub, a browser or your docs safely.
Deploy a side project for free
Put a static site or small app online without paying.
Make a voiceover for a video
Turn a script into natural narration and clean up the audio.
Create game assets with AI
Generate consistent 2D art and 3D models for a game prototype.