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.

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
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

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
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
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
DI
Catalog evaluation

Video generators

D-ID

D-ID is a generative video platform for creating multilingual avatar videos, digital presenters, and real-time visual agents. Teams can use its Studio, API, and integrations to produce scripted video content, embed conversational avatars, and translate videos with lip-sync and voice cloning.

Avatar videosDigital humansVideo translationAPICanva
Review
DA
Catalog evaluation

Voice agents

Dasha

Dasha provides a platform for building voice AI agents for phone and web conversations. Developers can configure an agent's instructions, voice, and language model, test it in the browser, and deploy it through phone numbers, web embeds, or an API.

Voice AIPhone callsAPIsMultilingual
Review
DE
Catalog evaluation

Creative tools

DeepAI

DeepAI is a browser-based creative platform with AI chat, image, video, and music generation, plus photo editing tools. It also provides APIs for image generation, editing, upscaling, colorization, and background removal, with paid plans for higher-volume and advanced capabilities.

AI chatImage generationVideo generationMusic generationImage editing
Review
DE
Catalog evaluation

Speech recognition

Deepgram

Deepgram provides APIs for speech-to-text, text-to-speech, voice agents, and audio intelligence. Developers can use its real-time or batch services in the cloud, or explore self-hosted deployment options for voice-enabled applications.

Speech-to-textText-to-speechVoice agentsAudio intelligenceAPI
Review
EA
Catalog evaluation

Developer tools

Eden AI

Eden AI is an AI gateway that unifies access to LLMs and specialized models for speech, vision, OCR, translation, and more. Developers can compare providers, route requests, monitor cost and performance, and configure fallbacks through one API.

AI gatewayModel routingLLMsOCRFallback
Review
EX
Catalog evaluation

Search APIs

Exa

Exa is an AI search platform for developers building agents and applications that need web data. Its APIs provide web search, page contents, deep research agents, monitors, and structured outputs with citations.

Search APIWeb CrawlingDeep ResearchAI AgentsMCP
Review
EX
Catalog evaluation

Sales

ExactBuyer

ExactBuyer provides B2B contact and company data for sales, recruiting, marketing, and developer workflows. Teams can search for people and companies, build target audiences, verify contact details, enrich CRM records, and use APIs to programmatically access audience and enrichment data.

Sales prospectingContact enrichmentB2B dataAudience buildingCRM enrichment
Review
FA
Catalog evaluation

Image generation

FluxAPI.ai

FluxAPI.ai provides credit-based API access to FLUX.1 models for text-to-image generation and image editing. Developers can select from models including FLUX.1 Pro, Schnell, and Kontext variants, then use task tracking or webhooks to receive generated images.

FLUX.1Text-to-imageImage editingWebhooksDeveloper tools
Review
FO
Catalog evaluation

AI development platforms

Forefront

Forefront is a beta platform for running, fine-tuning, evaluating, and exporting open-source text-generation models. It provides datasets, serverless inference endpoints, a Playground, and APIs for developers who want to customize models with their own data and retain model ownership.

Open-source modelsText generationFine-tuningModel deploymentHugging Face
Review
FR
Catalog evaluation

Developer tools

FriendliAI

FriendliAI provides API and infrastructure options for running open-weight and custom models in production. Developers can use pay-as-you-go Model APIs, deploy dedicated GPU endpoints for predictable capacity, or run its containerized offering in their own environment for greater deployment control.

Model inferenceOpen-weight modelsDedicated GPUsOpenAI compatibilityModel serving
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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