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
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
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
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
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
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
AU
Catalog evaluation

Audio editing tools

AudioShake

AudioShake provides APIs and tools for separating music, dialogue, effects, and individual speakers from audio and video. It also offers lyric transcription and alignment, speech recovery, and music compliance workflows for media companies, rights holders, developers, and audio production teams.

Stem separationDialogue isolationLyric transcriptionAudio APICopyright compliance
Review
AU
Catalog evaluation

Audio production tools

AudioStack

AudioStack is an audio production platform for media and advertising teams. Its console and API turn briefs or source content into ads, video audio, and long-form narration, combining script generation, voice, music, sound design, mixing, and mastering for high-volume or embedded workflows.

Audio advertisingText-to-speechAudio APIDynamic creativeAudio mastering
Review
AS
Catalog evaluation

Audio editing tools

Audo Studio

Audo Studio is a browser-based audio-cleaning service that removes background noise and adjusts speech volume in uploaded recordings. It offers a free Starter plan for individual creators, paid usage options, and a developer API for batch or streaming speech noise removal.

Noise removalSpeech enhancementAudio masteringAudio APIPodcasting
Review
BF
Catalog evaluation

Image generators

Black Forest Labs

Black Forest Labs develops the FLUX family of image generation and editing models. Customers can experiment in a browser playground, integrate models through a production API, or run selected open-weight models on their own infrastructure.

Text-to-imageImage editingAPIOpen weightsFLUX
Review
BB
Catalog evaluation

Developer tools

Bot Butcher

Bot Butcher is an API for identifying spam submitted through website contact forms. It uses a fine-tuned large language model to classify messages in the context of a site's domain, returning a JSON response that applications can use to route or reject submissions.

Spam detectionContact formsAPILarge language modelsPrivacy controls
Review
CA
Catalog evaluation

Audio generators

CassetteAI

CassetteAI provides generative audio models for music and sound effects through a metered API and live playground. Developers can prompt its models to create stereo WAV music tracks or short, loopable sound effects for games, creator applications, and real-time audio workflows.

Music GenerationSound EffectsAudio APIEdge InferenceJavaScript
Review
CH
Catalog evaluation

Web3 tools

ChainGPT

ChainGPT provides a Web3-focused AI Hub with a crypto chatbot, smart contract generation and auditing, NFT creation, trading assistance, news tools, and developer APIs. It is designed for crypto users, developers, and businesses that need blockchain-specific AI capabilities.

Web3Crypto researchSmart contractsSmart contract auditingNFT generation
Review
CI
Catalog evaluation

Image generators

Civitai

Civitai is a community platform for discovering generative AI models and creating or sharing AI-generated media. It offers model browsing for Stable Diffusion and Flux, image generation, 3D models, creator tools, and developer APIs for working with models, images, and platform data.

Stable DiffusionFluxLoRA modelsImage generation3D models
Review
CL
Catalog evaluation

Image editing

Clipdrop

Clipdrop is a suite of AI image tools for generating visuals and editing existing images. It provides text-to-image generation, background replacement and removal, object and text cleanup, uncropping, upscaling, relighting, resizing, and APIs now maintained through Jasper.

Background removalImage upscalingImage generationPhoto retouchingImage API
Review
CS
Catalog evaluation

Developer tools

Code Snippets AI

Code Snippets AI is a desktop and VS Code tool for storing, sharing, and discussing code snippets with AI. Teams can index local codebases, use open or closed-source language models, manage snippet libraries, and generate context to help developers understand and work with existing code.

Code snippetsCodebase indexingOllamaOpenRouterVS Code
Review
CA
Catalog evaluation

Financial research

Coinfeeds AI

Coinfeeds AI provides custom AI agents and APIs for digital-asset and investment use cases. Its offerings include portfolio event monitoring, personalized news feeds, and bespoke natural-language tools that connect investment teams to market, company, and internal data.

Crypto intelligencePortfolio monitoringNews APIInvestment researchConversational AI
Review
CO
Catalog evaluation

Game development

Convai

Convai provides tools and APIs for creating interactive AI characters for games, virtual worlds, training simulations, and other immersive experiences. Teams can define character behavior and knowledge, test voice or text interactions, then deploy avatars through no-code experiences, SDKs, plugins, or APIs.

AI charactersUnityUnreal EngineVirtual realityAvatar creation
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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