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

Music generators

AI Music Maker

AI Music Maker is a web platform for generating songs, beats, and lyrics from prompts or short vocal uploads. It also includes music extension, vocal removal, stem splitting, voice cloning, and album-cover tools, with downloads available in MP3, WAV, and multi-track stems.

Text to MusicLyrics GenerationVocal RemovalStem SplittingVoice Cloning
Review
AS
Catalog evaluation

Music generators

AI Song Maker

AI Song Maker is a music-generation platform for turning text or lyrics into songs with selectable styles, voice options, and instrumental mode. It also includes lyric generation, song covers, vocal removal, music extension, and downloadable audio and MIDI outputs.

Text to songLyrics to songSong coversVocal removalMIDI
Review
AI
Catalog evaluation

Music generators

AIVA

AIVA is an AI music generation assistant for creating songs in more than 250 styles. Users can create custom style models from audio or MIDI influences, edit generated tracks, and download compositions in formats that vary by plan and licensing tier.

Music compositionMIDIAudio editingCustom style modelsCommercial licensing
Review
AI
Catalog evaluation

Voice generators

AIVocal

AIVocal is a web audio toolkit for generating and cloning voices, converting speech to text, building podcasts and audiobooks, and processing music. It offers text-to-speech voices, voice-design controls, audio transcription, and tools such as vocal removal.

Text to speechVoice cloningSpeech to textPodcast generationAudiobook generation
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
AU
Catalog evaluation

Music generators

Audialab

Audialab develops music-production plugins for generating and transforming sounds. Its catalog includes Emergent Drums 2 for generative drum samples, Humanize for drum variation, and Interloper for fusing two source sounds with frequency-band control.

Drum samplesAudio pluginsMIDISound designDAW
Review
BA
Catalog evaluation

Music generators

Beatoven.ai

Beatoven.ai generates customizable background music and sound effects for videos, podcasts, games, and other projects. Its maestro model accepts prompts to create audio, while the platform provides MP3 or WAV downloads and a license for using downloaded tracks with audiovisual content.

Background musicSound effectsRoyalty-free musicText-to-musicMusic generation API
Review
BO
Catalog evaluation

Music generators

Boomy

Boomy lets people generate fully produced music tracks from simple settings, then personalize tracks with editing and vocal options. It supports creators from first-time music makers to artists who want to download tracks with commercial rights and distribute releases through a distributor.

Generative musicSongwritingAuto vocalsMusic distributionCommercial licensing
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
DA
Catalog evaluation

Audio generators

Dadabots

Dadabots is an experimental music collective and research project that uses neural networks for generative audio, live performances, and music livestreams. Its site publishes research and open-source code for audio synthesis, music datasets, and GuitarPro-based music generation rather than a conventional commercial music-generation app.

Generative musicNeural synthesisOpen sourceLivestreams
Review
DA
Catalog evaluation

Image generators

Daft Art

Daft Art is an album-cover generator for musicians, producers, bands, podcasters, and artists. Users choose a curated aesthetic, describe a cover, generate variations, then add artist and release text in an editor before downloading square artwork for distribution platforms.

Album coversCover artTypographyMusic releases
Review
EV
Catalog evaluation

Music generators

EVOKE

EVOKE is a French-language workspace for music generation for events. The product offers professional account registration with company details and access to a professional area for managing musical events.

Music generationEvent musicProfessional accounts
Review
FL
Catalog evaluation

Video generators

Fliki

Fliki is a web-based AI video generator that turns prompts, scripts, blog posts, and presentations into narrated videos. It combines visuals, music, captions, AI voiceovers, avatars, translation, and editing tools in one workspace for creators, professionals, and teams.

Text to videoAI voiceoversVoice cloningVideo translationAI avatars
Review
GA
Catalog evaluation

Content generators

Gerwin AI

Gerwin AI is a Russian-language multimodal platform that brings LLMs and tools for text, images, video, music, speech, and agents into one workspace. Users buy credits or use Gerwin PRO to generate content with supported models and manage their usage.

Text generationImage generationVideo generationAudio generationLLMs
Review
GA
Catalog evaluation

Image generators

getimg.ai

getimg.ai is a creative platform for generating images, videos, music, speech, and sound effects, then editing visual assets. It provides multiple models in one workspace, plus collaboration features, image and video upscaling, smart resizing, background removal, and an image and video API.

Text to ImageImage to VideoMusic GenerationBackground RemovalTeam Collaboration
Review
GA
Catalog evaluation

Image generators

Graydient AI

Graydient AI is a cloud GPU platform for creating generative images, video, music, text, and chatbots. Creators can use its web and messaging interfaces, while developers can install open-weight models, map ComfyUI workflows, and build applications with the REST API.

Image generationVideo generationComfyUILoRA trainingREST API
Review
IA
Catalog evaluation

Image generators

Imagine Anything

Imagine Anything is a web-based content-generation platform for creating images, videos, voiceovers, sound effects, and music from natural-language prompts. It also supports reference-image editing, creator workflows, and a public gallery, with paid controls for private generation and commercial use.

Text-to-imageText-to-videoVoiceoversMusic generationImage editing
Review
KA
Catalog evaluation

Video generators

Kaiber

Kaiber combines Canvas, Beat Sync, and Editor in one creative suite. Creators can generate images, video, and audio, synchronize visual variations to music, and assemble clips into finished videos for music releases, social media, and other visual projects.

Music videosBeat synchronizationTimeline editingImage generationAudio generation
Review
KA
Catalog evaluation

Music generators

Kits AI

Kits AI is a music-production platform for creating, changing, cloning, and processing voices. Musicians and creators can work with royalty-free singing voices, build custom digital voices, generate harmonies, separate stems, master audio, and use instrument models or text-to-speech.

Voice cloningSinging voicesVocal processingMusic masteringAudio API
Review
LL
Catalog evaluation

Music generators

Lyrical Labs

Lyrical Labs is an AI songwriting tool for generating lyrics, music, and creative ideas. Users can provide a topic, artist reference, or genre, improve existing lyrics, get next-line suggestions, and use a related-words dictionary to develop songs in more than 100 languages.

SongwritingLyricsMelody generationRelated wordsMultilingual
Review
MI
Catalog evaluation

Content creation

Media.io

Media.io is an online creative suite for generating, editing, and remixing video, images, and audio. It combines multiple AI models with tools for prompt-based generation, media enhancement, music creation, and effects, plus a developer platform for video and image generation APIs.

Video creationImage generationAudio generationVideo editingCreative APIs
Review
ME
Catalog evaluation

Music generators

Melobytes

Melobytes is a creative hub with more than 100 apps for generating and transforming music, voice, images, video, and text. It includes text-to-song and image-to-music tools alongside AI image generation, short movie creation, and audio effects.

Text to songImage to musicVoice synthesisImage generationVideo creation
Review
ME
Catalog evaluation

Video generators

Metaphysic

Metaphysic is an AI-powered digital production and visual effects studio for film, television, advertising, music, and live entertainment. Its Neural Performance Toolset supports photorealistic performance transfer, neural animation, visual effects, and voice likeness translation for client productions.

Visual EffectsGenerative VideoPerformance CaptureVoice TranslationEntertainment
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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