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
AV
Catalog evaluation

Audio tools

A.V. Mapping

A.V. Mapping analyzes uploaded videos, photos, or YouTube links to recommend matching music and sound effects. The platform supports music discovery, licensing, project workflows, and musician distribution, with plans for creators and an API for integrating its audio-visual matching capabilities.

Music matchingVideo analysisMusic licensingSound effectsAPI
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 generation

Aimi

Aimi Sync analyzes a video to generate a synchronized soundtrack, vocals, and voice-overs. It uses licensed samples from artists, offers arrangement and scene controls, and supports downloadable audio stems for post-production. The service is aimed at creators producing copyright-safe video audio.

Video SoundtracksAudio SyncVoice-oversRoyalty-free MusicAPI
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
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
AU
Catalog evaluation

Audio editing tools

AudioStrip

AudioStrip is a web-based audio processing tool for isolating vocals and instrumentals from songs. It also provides speech noise removal, batch isolation, AI mastering, and key and BPM detection, with a free plan and a higher-capacity Premium plan.

Vocal isolationStem separationNoise removalAudio masteringBatch processing
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
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
BA
Catalog evaluation

Music generation

Brev.ai

Brev.ai is an AI music creation platform that turns text, lyrics, and style prompts into songs. It also provides vocal removal, stem splitting, sound-effect generation, music extension, lyric generation, and MP4 lyric-video tools alongside free and paid music-generation plans.

Text to MusicSongwritingVocal RemovalSound EffectsLyrics Videos
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
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
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
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
EM
Catalog evaluation

Music generation

ecrett music

ecrett music is an AI music-composition tool for creators making videos, games, podcasts, and advertisements. Users generate tracks by selecting scene, mood, and genre, then adjust the arrangement and instruments before downloading royalty-free music under an individual or business license.

Royalty-free musicVideo productionPodcastingYouTubeCommercial licensing
Review
EV
Catalog evaluation

Games

Endless Visual Novel

Endless Visual Novel is an open-alpha storytelling game that generates its graphics, music, characters, and story during play. Players can explore official worlds for free or subscribe to generate, customize, play, and share their own choose-your-own-adventure visual novel worlds.

Visual novelsAI storytellingChoose-your-own-adventureWorld generation
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
FI
Catalog evaluation

Media generation

Fineshare

Fineshare is a suite of AI audio, music, video, webcam, and voice tools. Its products include FineVoice for speech and sound effects, Singify for songs and covers, VoiceTrans for real-time voice changing, FineCam for virtual camera work, and Vora for video generation.

Voice cloningText to speechAI music generationAI video generationVoice changing
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.

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We check availability, product direction, pricing signals, and when the supporting evidence was last reviewed.

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We assess the work it supports, integration requirements, ownership, risk, and where human judgment remains necessary.

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