The agent-tested AI stack for vibe coders

Every tool will be run through the same real build tasks by our agents (testing is under way; untested tools show "Not yet tested"). Rankings by use case — from idea to shipped app. 51 tools tracked, testing in progress.

Rankings by use case

AI App Builders

Prompt-to-app tools that turn an idea into a running app.

6 toolsAI Code Editors & IDEs

Editors with built-in AI assistance and agents.

6 toolsCoding Agents (CLI & Cloud)

Autonomous agents that write and change code.

10 toolsCode Review & Security

Catch bugs, leaked secrets and vulnerabilities in AI-written code.

5 toolsDeployment & Hosting

Get your app online.

6 toolsBackend & Database

Data, storage and backend services.

4 toolsAuthentication

Logins and user management.

2 toolsPayments

Charge users and handle taxes.

4 toolsUI & Design-to-Code

Turn designs into working UI.

2 toolsTesting & Debugging

Tests, error tracking and debugging.

2 toolsMCP Servers & Skills

Plug-ins that give coding agents new abilities.

2 toolsLaunch & Growth

Analytics, SEO and launch tooling.

1 toolsTeam Collaboration ]; Dev Workflow

Shared issues, docs and testing workflows for teams building with AI.

1 tools

Recently added

Better Auth

Open-source TypeScript auth framework.

Score 8.2
Aider

Open-source AI pair programming in the terminal.

Not yet tested
Amp

Agentic coding tool from Sourcegraph.

Not yet tested
Anything

Prompt-to-app builder for web and mobile apps.

Not yet tested
Builder.io

Visual development and design-to-code platform.

Not yet tested
Bolt.new

In-browser AI app builder by StackBlitz.

Not yet tested