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.

CC
Catalog evaluation

Developer tools

Claude Code

Claude Code is Anthropic's coding agent for reading codebases, editing files, running commands, debugging, refactoring, and automating development workflows from a terminal or supported IDE. Team and enterprise controls add centralized settings, permissions, and usage visibility.

Agentic codingCLIIDECode reviewMCP
Review
EL
Catalog evaluation

Voice generators

ElevenLabs

ElevenLabs provides web tools and APIs for generating speech, cloning voices, transcribing audio, dubbing media, creating music and sound effects, and deploying conversational agents. Its creative platform serves content production, while ElevenAgents supports voice and chat automation across customer channels.

Text to speechVoice cloningDubbingSpeech to textVoice agents
Review
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
4I
Catalog evaluation

Developer tools

4o Image API

4o Image API provides programmatic image generation through a REST API. Developers can submit text prompts or up to five reference images, choose from three aspect ratios, and receive asynchronous task results through status checks or callback notifications.

Image generation APIText-to-imageImage-to-imageREST APIGPT-image-1
Review
AV
Catalog evaluation

Audio tools

A.V. Mapping

A.V. Mapping analyzes uploaded videos, photos, or YouTube links to recommend matching music and sound effects. The platform supports music discovery, licensing, project workflows, and musician distribution, with plans for creators and an API for integrating its audio-visual matching capabilities.

Music matchingVideo analysisMusic licensingSound effectsAPI
Review
AC
Catalog evaluation

Content creation

AI Content Labs

AI Content Labs is a no-code content-generation platform for connecting AI providers and building visual workflows. Users can combine text, image, audio, video, search, and scraping tools, then use templates or create customized flows to generate content at scale.

Multimodal contentAI integrationsVisual workflowsCustom templatesGoogle Sheets
Review
AG
Catalog evaluation

Writing assistants

AI Ghostwriter

AI Ghostwriter is a WordPress plugin for generating content with ChatGPT. It is sold through a one-time purchase and requires the customer to supply an OpenAI API key for the plugin to function.

WordPressContent GenerationChatGPTOpenAI API
Review
AM
Catalog evaluation

Developer tools

AI/ML API

AI/ML API provides developers with a unified API for chat, reasoning, image, video, audio, voice, search, and other AI models. Its OpenAI- and Anthropic-compatible interfaces, playground, and MCP server let teams test models and integrate them into applications under usage-based billing.

APIModel RoutingModel Context ProtocolOpenAI CompatibilityServerless Inference
Review
AI
Catalog evaluation

Virtual try-on

AIhairstyles

AIhairstyles lets consumers preview haircuts, colours, and styles on a selfie, with face-shape analysis and reference-photo try-ons. It also provides an API for salons, barbers, clinics, and software platforms that want to add hairstyle-generation workflows.

Hairstyle Try-OnHair Colour ChangerFace Shape AnalysisSalon API
Review
AT
Catalog evaluation

Image editing

AILab Tools

AILab Tools is a browser-based collection of image and portrait editing tools backed by more than 50 APIs. It offers background removal, object erasure, retouching, hairstyle and clothing previews, image enhancement, colorization, cartoon effects, and other visual transformations.

Photo EditingPortrait EditingBackground RemovalImage EnhancementImage APIs
Review
AI
Catalog evaluation

Ecommerce

Aimerce

Aimerce is a Shopify-focused first-party data platform for server-side conversion tracking and customer identity resolution. It sends enriched conversion data to marketing tools including Meta, Google, and Klaviyo, helping ecommerce teams improve targeting, attribution, and email flows in a cookieless environment.

ShopifyServer-side TrackingFirst-party DataMeta Conversions APIKlaviyo
Review
AI
Catalog evaluation

Music generation

Aimi

Aimi Sync analyzes a video to generate a synchronized soundtrack, vocals, and voice-overs. It uses licensed samples from artists, offers arrangement and scene controls, and supports downloadable audio stems for post-production. The service is aimed at creators producing copyright-safe video audio.

Video SoundtracksAudio SyncVoice-oversRoyalty-free MusicAPI
Review
AI
Catalog evaluation

Document processing

Airparser

Airparser extracts structured data from emails, PDFs, scans, images, and other documents. Users define an extraction schema, import documents through an inbox, upload, API, or automation platform, then export results to spreadsheets, webhooks, APIs, and connected tools.

Email parsingPDF extractionOCRWebhooksZapier
Review
AS
Catalog evaluation

Developer tools

Akinciborg Security

sourceai.dev now redirects to Akinciborg Security, a penetration-testing service based in Metz, France. The current business assesses web applications, APIs, frontend and backend systems, and source code, then provides technical reports and remediation guidance for identified vulnerabilities.

Penetration testingAPI securitySecurity auditsCode reviewOWASP Top 10
Review
AK
Catalog evaluation

Video generators

AKOOL

AKOOL is a generative video platform for marketing and content creation. It combines avatar video, video translation, face swapping, image and video generation, voice tools, and APIs so teams can produce and adapt visual content from one workspace.

AI avatarsVideo translationFace swapImage to videoVideo API
Review
AA
Catalog evaluation

Avatar generators

ALETHIA AI

ALETHIA AI provides customized video agents and digital twins for character-led engagement. Its service supports educational moments, marketing, community interaction, always-on creator presence, and interactive livestreaming, with API access available by request.

Digital twinsVideo agentsReal-time interactionLivestreamingAPI access
Review
AL
Catalog evaluation

Customer service

Alltius

Alltius is an agentic AI platform for insurance, banking, and financial-services teams. It helps organizations build AI agents for sales and support, then use workflows to automate manual customer-interaction tasks across support, in-product, and sales contexts.

Financial servicesCustomer supportSales agentsWorkflow automationAPIs
Review
AL
Catalog evaluation

Developer tools

alwaysAI

alwaysAI is an enterprise computer vision platform for turning camera footage into real-time operational data. Teams can manage datasets, train or bring models, develop applications with edgeIQ APIs, deploy to edge or cloud environments, and review analytics in the platform console.

Object detectionModel trainingEdge deploymentVideo analyticsMLOps
Review
AN
Catalog evaluation

APIs

AnyAPI

AnyAPI is a beta service for developers adding GPT-3 features to products. It supports A/B testing prompts and creating a live API endpoint, with an email workflow that turns messages into tasks and suggests replies.

GPT-3Prompt testingAPI endpointsEmail automation
Review
AB
Catalog evaluation

APIs

API.box

API.box provides developer APIs for generating music from text and handling related audio workflows. Its API collection includes music and lyric generation, music extension, vocal separation, WAV conversion, timestamped lyrics, and music video generation.

Music generationLyrics generationAudio processingMusic videoWebhooks
Review
AF
Catalog evaluation

AI writing assistants

Article Forge

Article Forge is an AI article generator that researches, plans, and writes long-form content from a keyword and optional instructions. It supports bulk generation, API access, article expansion, and automatic blog posting for content teams producing SEO-focused articles at scale.

Long-form contentSEO contentBulk generationAPI accessBlog publishing
Review
AA
Catalog evaluation

Image generators

ArtSmart AI

ArtSmart AI is an image-generation platform for creating and editing visuals from text and image prompts. Its paid plans include credits for text-to-image, image-to-image, inpainting, outpainting, upscaling, background removal, pose control, and API access.

Text-to-imageImage-to-imageInpaintingImage upscalingPose control
Review
AS
Catalog evaluation

Coding assistants

AskCodi

AskCodi provides a desktop AI engineering workflow, multi-model chat, code generation and refactoring tools, plus an OpenAI-compatible API. Its Codi orchestration system can discover projects, assign specialist tasks, run parallel local Git worktrees, and route tasks to supported models.

Code generationCode refactoringMulti-model chatOpenAI-compatible APIGit worktrees
Review
AS
Catalog evaluation

Developer tools

AssemblyAI

AssemblyAI provides APIs for pre-recorded, real-time, and synchronous speech-to-text, plus models that analyze transcript content and power voice agents. Developers can add transcription, speaker identification, summaries, sentiment, safety controls, and other audio intelligence to product workflows.

Speech-to-textReal-time transcriptionVoice agentsSpeaker diarizationCall analytics
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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