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.

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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
AU
Catalog evaluation

Developer tools

AutoRegex

AutoRegex is a browser-based tool for converting plain-English descriptions into regular expressions. It can also switch to explain a regular expression in English, making it useful for drafting patterns or understanding existing ones. Results can be copied directly from the interface.

Regular expressionsNatural language to codeCode generation
Review
BU
Catalog evaluation

No-code app builders

BuildAI

BuildAI is a no-code platform for creating and launching AI-powered apps and digital employees from natural-language instructions. It includes databases, user authentication, role-based access, payments, subscriptions, custom domains, and integrations for customer-facing products and internal business tools.

Prompt-Based BuildingDigital EmployeesCustom DomainsUser ManagementPayment Processing
Review
CL
Catalog evaluation

Workflow automation

Cheat Layer

Cheat Layer provides cloud and desktop agents for creating and running business automations through natural-language instructions and no-code tools. Its prebuilt and custom agents target tasks such as lead generation, sales conversations, content production, marketing experiments, browser automation, and product creation.

Desktop automationBrowser automationLead generationContent marketingVoice agents
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
CO
Catalog evaluation

App builders

Codev

Codev is an AI app builder that turns a natural-language idea into a full-stack Next.js web application. Users can select from supported AI models, customize generated code, connect a custom domain, download source code, and use GitHub integration on eligible plans.

Text to appNext.jsSupabaseCustom domainsGitHub
Review
DE
Catalog evaluation

Data analysis

Defog

Defog lets teams ask questions about structured data in plain language and receive data-backed results and visualizations. It connects to databases and CSVs, uses Defog's SQLCoder model for text-to-SQL, and supports cloud-hosted or self-hosted enterprise deployments.

Natural language queriesSQLDatabase connectorsSelf-hosted deploymentData visualization
Review
KO
Catalog evaluation

Coding assistants

Kodezi

Kodezi offers a web IDE, CLI, and Kodezi OS tools for developers to debug, edit, analyze, and automate work on source code. Its CLI supports natural-language commands, code intelligence, automation, and CI/CD use cases.

CLIWeb IDECode debuggingCI/CDPull requests
Review
MC
Catalog evaluation

Diagramming

Mermaid Chart

Mermaid Chart is a web-based diagramming and visual collaboration platform built by the team behind Mermaid. It combines a code editor, visual editor, whiteboard, AI diagram generation, sharing, and integrations so individuals and teams can create, edit, present, and collaborate on diagrams.

Code-based diagrammingFlowchartsVisual collaborationAI diagram generationWhiteboarding
Review
PH
Catalog evaluation

Coding assistants

Programming Helper

Programming Helper is a web-based coding assistant with generators and utilities for software-development tasks. It can create functions and classes from descriptions, produce SQL and HTML, translate code between languages, explain code or regular expressions, fix invalid code, and generate tests.

Code generationCode translationSQL generationTest generationCode explanation
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
SU
Catalog evaluation

Data analytics

Superluminal

Superluminal provides an API and React component for adding a conversational data interpreter to a product dashboard. It processes questions about dashboard data, dynamically writes and executes Python for analysis, and can return insights, charts, filtered views, pivots, and editable data.

Data dashboardsNatural language queryingPythonData visualizationAPI
Review
TE
Catalog evaluation

Website builders

Telex

Telex is an AI-assisted environment for creating WordPress blocks from natural-language ideas. It also offers specialized tools for generating, debugging, explaining, visualizing, and documenting code, formulas, and queries across data and development languages, with projects that can be run and organized in the browser.

WordPress blocksCode generationCode debuggingCode visualizationAI agents
Review
TR
Catalog evaluation

Website builders

Trickle

Trickle is an AI app and website builder centered on Magic Canvas, a visual workspace for co-creating multi-page apps and sites. Users can describe an idea, edit layouts and assets, add forms or databases, and publish projects without traditional development workflows.

Visual developmentVibe codingFormsDatabasesWebsite hosting
Review
VA
Catalog evaluation

Data analysis

Vanna AI

Vanna AI is a user-aware agent framework that connects language models to databases so users can query systems of record in natural language. Teams can use its open-source framework with their chosen LLM and database, or add hosted administrative capabilities through Vanna Cloud.

Text to SQLNatural language queriesMulti-databaseOpen sourceSelf-hosting
Review
SI
Discontinued record

Browser extensions

Sider

Sider is a browser-focused AI assistant available as an extension and across desktop and mobile platforms. It brings multiple AI models into a side panel for page-aware chat, summaries, translation, and document analysis, while also offering browser automation and natural-language webpage customization.

Browser assistantMulti-model chatWeb summarizationTranslationBrowser automation
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.

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