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
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
AA
Catalog evaluation

Architecture and design

Archistar AI PreCheck

Archistar AI PreCheck helps local governments automate building-plan checks against zoning, building-code, and planning requirements. It produces visual compliance reports and pass or fail results so applicants can improve submissions and municipalities can reduce manual permit-review work.

Building permitsPlan reviewCode complianceZoningLocal government
Review
BI
Catalog evaluation

Career development

Bange.io

Bange.io is a career workspace for job seekers that combines resume building, ATS score checking, application-document writing, job search, outreach tools, and mock interviews. It offers a free plan with daily usage caps and a Pro plan for expanded access to its AI-powered career tools.

Resume optimizationATS scoringCover lettersMock interviewsJob search
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
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

Avatar creation

Copresence

Copresence turns a smartphone head scan into a fully rigged photorealistic 3D avatar. Users can record and preview avatars for free, then unlock exports or integrate assets into games, XR, telepresence, and other 3D applications through standard formats and an API.

3D avatarsFace scanningMetaHumanUnreal EngineUnity
Review
CO
Catalog evaluation

AI detection

Copyleaks

Copyleaks is a content integrity platform for individuals, schools, and organizations. It detects AI-generated text and images, checks plagiarism, supports source-code verification and text moderation, and offers API, LMS, browser-extension, and Google Docs integrations for embedding detection into existing workflows.

AI text detectionPlagiarism checkingAcademic integritySource code verificationAPI
Review
CA
Catalog evaluation

Career tools

CoverLetterSimple.ai

CoverLetterSimple.ai creates personalized, job-specific cover letters. Users enter a job title and job description, then review an AI-generated letter designed to communicate relevant skills and accomplishments for the role.

Cover lettersJob applicationsJob descriptionsCareer development
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
DU
Catalog evaluation

Video generators

Dubverse

Dubverse is an AI video localization platform for dubbing videos, creating subtitles, and generating voiceovers. Creators and teams can translate video into multiple languages, select AI speakers, edit output in a web studio, and use a text-to-speech API for voice generation in applications and workflows.

AI DubbingVideo localizationSubtitlesVoice cloningText to speech API
Review
EN
Catalog evaluation

Recruiting

Endorsed

Endorsed is a recruiting security and applicant-review platform that helps teams identify potential job-applicant fraud before interviews. It analyzes signals from applications, identity, contact, device, and network data, and also provides AI candidate evaluation, summaries, and applicant-tracking-system workflow integrations.

Applicant screeningCandidate fraud detectionATS integrationsCandidate rankingRecruiting automation
Review
EA
Catalog evaluation

Developer tools

Evidently AI

Evidently AI is an open-source framework for evaluating, testing, and monitoring LLM applications, RAG systems, AI agents, and predictive machine-learning models. Teams can use built-in or custom metrics, generate test cases, run evaluations locally or in the cloud, and track quality over time.

LLM evaluationML monitoringData driftRAG evaluationOpen source
Review
GA
Catalog evaluation

Technology news

getcrux.app

getcrux.app now publishes guides, technology articles, and app reviews focused on location tracking and geolocation. Its current site explains location-tracking concepts, shares use cases across logistics and personal safety, and links readers to related third-party applications.

Location trackingGeolocation guidesApp reviews
Review
HA
Catalog evaluation

Voice AI

Hume AI

Hume AI provides data, speech models, evaluations, and feedback systems for teams building voice AI. Its platform supports real-time speech interaction, expressive text-to-speech, voice creation, human feedback, and tools for measuring how voice systems perform in real-world conversations.

Text-to-SpeechSpeech-to-SpeechVoice evaluationVoice cloningHuman feedback
Review
IC
Catalog evaluation

Design tools

IconifyAI

IconifyAI generates app icons from a short description, selected color, and visual style. Users can choose from 11 styles, generate icons with credits, extract a color palette, and download 1024x1024 icon files for use in their applications.

App iconsIcon generationColor palettesCommercial rights
Review
LI
Catalog evaluation

Compliance

LitLingo

LitLingo is an enterprise communication compliance platform that analyzes workplace messages for risky language and emerging trends. It helps legal and compliance teams audit communications, investigate potential issues, and coach employees before damaging messages are sent across connected business tools.

Communication complianceAntitrustCommunication monitoringSlackMicrosoft Teams
Review
ME
Catalog evaluation

Recruiting

Metaview

Metaview is an AI recruiting platform that helps teams source candidates, review applications, capture interview notes, generate reports, and create job posts. Its recruiting agents work from a team's hiring context to automate administrative work and surface relevant candidate insights.

Candidate SourcingApplication ReviewInterview NotesRecruiting AnalyticsJob Posts
Review
MO
Catalog evaluation

AI Assistants

Monica

Monica is an all-in-one AI assistant for chat, web search, writing, translation, summarization, image creation, and coding. It is available as a browser extension, desktop application, and mobile application, with tools for working from webpages, documents, selected text, images, and videos.

Browser ExtensionAI ChatWriting AssistanceWeb SummarizationImage Generation
Review
MA
Catalog evaluation

Text to speech

Murf AI

Murf AI is a voice platform for creating studio-quality voiceovers, localizing video content, and building voice-enabled applications. Its Studio converts text into customizable speech, while Murf Dubbing and the API support multilingual content and production voice-agent workflows.

AI VoiceoversVoice CloningAI DubbingText to Speech APIVoice Agents
Review
NY
Catalog evaluation

Machine learning

Nyckel

Nyckel is a managed machine learning platform for building classification, object detection, and search functions as REST APIs. Teams can start with pretrained classifiers or train models on their own image, text, and structured data, then improve predictions from real-world feedback.

Image classificationText classificationObject detectionREST APIAutoML
Review
PE
Catalog evaluation

Marketing

Pepper

Pepper combines AI technology, marketing strategy, and expert talent for enterprise content-led growth. Its current offering includes Atlas for AI search visibility and content agents, a studio for building AI applications, and collaboration tools for producing, reviewing, and publishing brand-aligned content.

SEOGenerative engine optimizationAI agentsContent marketingExpert marketplace
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.

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

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