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.

AI
Catalog evaluation

Education tools

Aistote

Aistote is a study app that turns uploaded learning materials into color-coded study notes and AI-generated quizzes. It supports documents, PowerPoint slides, YouTube links, and live audio recordings, then uses active-recall practice and gamified study features to help students review material.

Study notesActive recallSpaced repetitionFlashcardsPDF learning
Review
AL
Catalog evaluation

Voice generators

Altered

Altered Studio is a voice-content creation platform for producing and editing voice performances. It combines speech-to-speech voice morphing, voice cloning, text-to-speech, transcription, translation, and audio-cleaning tools for work such as podcasts, games, eLearning, and dubbed media.

Voice changingText-to-speechAudio transcriptionDubbingVoice cloning
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

Developer tools

Anyscale

Anyscale is a managed platform for building and scaling data-intensive AI workloads with Ray. Foundation model teams can run multimodal data curation, distributed training, embedding generation, and post-training workloads across their own GPUs, clouds, and clusters.

RayDistributed trainingData curationEmbedding generationMulti-cloud
Review
BL
Catalog evaluation

Education tools

Bloom

Bloom is an open-source learning companion from Plastic Labs. It provides personalized chat-based learning that adapts to a learner's interests and thinking, supporting homework help, brainstorming, and exploration. A free tier includes 50 messages, while Personal adds unlimited conversations and richer context.

Personalized learningHomework helpSocratic learningLearning companionOpen source
Review
BF
Catalog evaluation

Wellness

Brain.fm

Brain.fm is a functional music app that provides personalized audio for deep work, creativity, learning, relaxation, meditation, and sleep. Its sessions use activity-specific modes, adjustable neural-effect settings, and timers to help listeners choose audio for the mental state or task at hand.

Functional MusicFocus MusicSleep MusicMeditationADHD
Review
CA
Catalog evaluation

Music production

Chord ai

Chord ai is an iOS and Android app that analyzes songs to identify chords, beats, keys, lyrics, and chord positions. Musicians can use audio files, YouTube or SoundCloud links, or a device microphone, then access editing, stem separation, and MIDI tools.

Chord recognitionBeat trackingAudio transcriptionStem separationMIDI conversion
Review
ED
Catalog evaluation

Education

Edaly

Edaly presents an all-in-one educational operating system for educators, learners, and parents. Its proposed platform combines student and staff management, courses, finances, live classes, online exams, personalized learning, and AI-driven student potential reports for remote education.

Remote learningLive classesOnline examsStudent managementPersonalized learning
Review
EL
Catalog evaluation

Video generators

Elai

Elai is a browser-based video generator for creating training, educational, sales, and explainer videos with digital presenters. Teams can start from text, a URL, or a PowerPoint file, then customize the video with avatars, voices, templates, translations, and interactive elements.

AI avatarsText to videoVideo localizationPPTX to videoVideo API
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
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
GI
Catalog evaluation

Education

Gizmo

Gizmo is a learning app that converts study materials into flashcards and quizzes. Students can import PDFs, notes, YouTube links, and other content, practice with spaced repetition, and use an AI Tutor for lessons, notes, explanations, and topic-specific questions.

FlashcardsQuizzesSpaced repetitionAI tutoringStudy materials
Review
GR
Catalog evaluation

Machine learning platforms

Gradio

Gradio is an open-source Python library for creating web interfaces around machine learning models, functions, and APIs. Developers can assemble input and output components, launch a local or shareable app, and deploy projects to Hugging Face Spaces.

PythonModel demosHugging Face SpacesAPIOpen source
Review
HA
Catalog evaluation

Machine learning platforms

H2O.ai

H2O.ai provides enterprise software for building, fine-tuning, deploying, and governing predictive and generative AI. Its portfolio includes AI agents, automated machine learning, model operations, document AI, and open-source tools for data scientists and developers.

Generative AIPredictive AIAI agentsModel deploymentPrivate data
Review
HP
Catalog evaluation

Course platforms

Heights Platform

Heights Platform is an all-in-one platform for creators to build branded courses, challenges, communities, and digital products. It includes hosting, payments, email, learner engagement tools, website pages, live streaming, and AI assistance for creating and growing an online knowledge business.

Online CoursesDigital ProductsMembership CommunitiesPayment ProcessingAI Course Creation
Review
HU
Catalog evaluation

Design tools

Huemint

Huemint generates color schemes for brand identities, websites, gradients, illustrations, Bootstrap themes, and flat graphic designs. Instead of returning an unstructured palette, it assigns colors to design roles such as backgrounds, foregrounds, and accents while considering the desired contrast between them.

Color palettesBrand designWebsite designBootstrapGraphic recoloring
Review
JA
Catalog evaluation

Machine learning

JADBio

JADBio is an automated machine learning platform for analyzing multi-omics and biomedical data. It helps life-science professionals build and interpret classification, regression, and survival-analysis models, with feature selection and sharing tools designed for users without data science expertise.

AutoMLBiomarker discoveryMulti-omicsPredictive modelingSurvival analysis
Review
JU
Catalog evaluation

Study tools

Jungle

Jungle is a study tool that generates practice questions from course materials, including lecture slides, PDFs, webpages, PowerPoint files, YouTube videos, textbooks, study guides, and notes. Students can choose multiple-choice, free-response, or case-question formats and review generated questions in the app.

Multiple Choice QuestionsPDF StudyYouTube LearningAnkiActive Recall
Review
JL
Catalog evaluation

Education

Just Learn

Just Learn is a hand-reviewed directory of AI tutors and learning tools. Learners can browse tools by subject, level, and learner type, while tool owners can submit listings for editorial review, category placement, and optional featured visibility.

AI tutorsLearning toolsTool discoveryEducation
Review
KA
Catalog evaluation

Developer tools

Kaba

Kaba is an open-source digital laboratory that describes a local, privacy-focused approach to building models from a person's actions, experiences, interests, and context. Its website presents Kaba as free software, but states that the download is coming soon.

Local-firstData privacyMachine learningMultimodal
Review
MA
Catalog evaluation

Developer tools

Martian

Martian is an AI research lab that makes selected tools available to developers. Its Gateway provides a single API for more than 200 models with OpenAI and Anthropic API compatibility, while its ARES and K-Steering projects support agent evaluation and inference-time behavior control.

LLM routingAPIMulti-model accessOpenAI compatibilityAgent evaluation
Review
MI
Catalog evaluation

Education

Mindko

Mindko is an AI study platform with a browser extension, iOS app, and study tools for turning course materials into notes, flashcards, quizzes, study guides, and other learning resources. It also provides guided answers to questions from text, screenshots, and mobile scans.

Homework solverExam preparationFlashcardsQuiz generationChrome extension
Review
MC
Catalog evaluation

Education

Mini Course Generator

Mini Course Generator is an AI-powered course creation and eLearning authoring platform for building, publishing, sharing, and monetizing interactive courses. It generates course structures and learning materials from topics or source documents, then provides editing, interaction, delivery, and LMS export tools.

Course CreationeLearning AuthoringInteractive LearningSCORMLearning Management Systems
Review
NO
Catalog evaluation

Education tools

Nolej

Nolej converts source material into interactive learning content such as quizzes, games, videos, chatbots, and courses. Teams can tailor activities to learning goals and difficulty levels, edit them, and export materials for use in learning platforms and standard content formats.

Interactive learningQuiz generationMoodleSCORMKnowledge base chatbots
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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