AI tool intelligence

Find the right AI products for the work.

Our live catalog contains 2,444 researched AI products. Each record keeps current product positioning, fit, limitations, pricing signals, and official destinations together for a clearer decision.

Search products, capabilities, and workflowsBrowse the index ↓
2,444AI products in the catalog
DatedAvailability and evidence checks
IndependentFit, limitations, and alternatives

Public AI tool catalog

Search this public selection by the work you need to improve.

Search the complete catalog by product, capability, workflow, category, or tag. Every result opens a profile built from the same live record.

LO
Catalog evaluation

App builders

Lovable

Lovable turns natural-language instructions into editable full-stack web applications with frontend, backend, database, authentication, integrations, and deployment. It supports rapid prototyping as well as ongoing product development with real code and managed cloud services.

Vibe codingFull-stack appsNatural languageCloud hostingCode export
Review
CO
Catalog evaluation

App builders

CodePal

CodePal is an AI app builder that turns a natural-language product brief into a full-stack web application. It plans, generates, previews, and deploys frontend, backend, and database work in one workspace, with visual and code editing, GitHub sync, exports, and custom-domain publishing.

Full-stack developmentNatural languageGitHubCustom domainsCode export
Review
LO
Catalog evaluation

Code generators

Locofy

Locofy converts designs from Figma and Penpot into structured frontend code. Designers and developers can work through a plugin, command-line interface, MCP integration, or design URL, then refine generated output and integrate it with workflows such as GitHub Sync or code export.

FigmaPenpotGitHub SyncCommand line interfaceMCP
Review
ST
Catalog evaluation

Design tools

Stitch

Stitch is a Google Labs beta tool for generating user interfaces for mobile and web applications. It supports design ideation from natural-language prompts and lets users develop, iterate on, and prototype high-fidelity UI concepts in an AI-native canvas.

UI designWeb appsMobile appsPrototypingFrontend code
Review
IP
Discontinued record

Developer tools

Imaginary Programming

Imaginary Programming previously described a TypeScript library for defining GPT-backed functions through function prototypes and comments. The current official domain returns an unavailable site configuration, so the product cannot be verified as currently usable.

TypeScriptFrontend developmentStructured data
Review

How the index works

A catalog built for decisions, not rankings.

Commercial relationships can fund the research. They never change product status, fit, limitations, evidence, or the alternatives we show.

Verify what exists

We check availability, product direction, pricing signals, and when the supporting evidence was last reviewed.

Evaluate operational fit

We assess the work it supports, integration requirements, ownership, risk, and where human judgment remains necessary.

Keep the comparison honest

Commercial relationships are disclosed, while credible limitations and alternatives stay visible.

Evaluating a product for a live workflow?

Bring the decision to our engineers