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.

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
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
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
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
MO
Catalog evaluation

Music production

Moises

Moises is a creative suite for musicians to practice, perform, create, and collaborate. Its tools can separate vocals and instruments from songs, create backing tracks, record performances, generate musical stems, and create vocal parts, with web, desktop, and mobile apps available.

Stem SeparationVocal RemovalBacking TracksVoice StudioMusic Practice
Review
MA
Catalog evaluation

Music generators

MusicHero.ai

MusicHero.ai is an online music-generation platform that creates songs from text prompts or lyrics. It also includes vocal removal, stem splitting, lyrics videos, sound-effect generation, cover-image creation, and tools for extending generated music.

Text to MusicLyrics GenerationVocal RemovalMusic ExtensionLyrics Videos
Review
NF
Catalog evaluation

Video generators

neural frames

neural frames is an AI video platform for making music videos, animations, and text-to-video projects. It combines a frame-by-frame editor, audio-reactive effects, and an Autopilot song-to-video mode, with video upscaling available on exports.

AI music videosText-to-videoAudio-reactive visualsFrame-by-frame editing4K upscaling
Review
PL
Catalog evaluation

Music tools

PlaylistAI

PlaylistAI generates music playlists from descriptions and other inputs. Its web dashboard connects with Spotify, while its iOS app also supports Apple Music, Amazon Music, and Deezer. Features include festival-poster playlists, listening-history mixes, genre blends, artist discovery, and TikTok song identification.

SpotifyApple MusicMusic discoveryFestival playlistsTikTok
Review
PL
Catalog evaluation

AI video generators

Plazmapunk

Plazmapunk turns an uploaded music track into an AI-generated music video. Artists can select a visual style, generate beat-synced visuals, and use creation modes such as a one-prompt video, scene editor, or Spotify Canvas loop.

Music videosAudio-reactive visualsScene editingVideo generationSocial media video
Review
SI
Catalog evaluation

Music generation

Singify

Singify is FineShare's AI music creation service for generating songs and music from prompts, lyrics, images, videos, or audio. It also offers AI cover generation, custom singing voices, stem separation, music extension, and downloadable songs on paid plans.

AI song generationAI coversVoice cloningStem separationMusic production
Review
SI
Catalog evaluation

Music generators

SongGenerator.io

SongGenerator.io is a web-based music creation tool that turns text descriptions and lyrics into songs. It also offers vocal removal, stem splitting, lyric videos, and sound effects, with a free tier for personal projects and subscriptions for higher-quality exports and commercial use.

Text-to-musicVocal removerStem splittingLyrics generationSound effects
Review
SP
Catalog evaluation

Music generation

Splash

Splash develops music-making tools and interactive experiences for creators. Its offerings include a mobile beatmaker with sound packs, a Roblox music world for creating and performing, and Kaimix, a collaborative online platform for building and sharing mixes.

Beat makingMusic collaborationRobloxMobile appSound packs
Review
SU
Catalog evaluation

Music generators

Suno

Suno is a web and mobile music creation platform that generates complete songs from text prompts, lyrics, or audio input. It supports song editing, remixes, vocal and instrumental changes, and stem exports, with paid plans adding commercial use rights and higher creation limits.

Text to musicSongwritingVocalsStem separationAudio uploads
Review
TW
Catalog evaluation

Creative tools

TwoShot

TwoShot is a browser-based creative suite for making and transforming music, images, video, and voice. It combines generation, editing, audio cleanup, stem separation, writing assistance, a sample library, and a web studio for creators producing multimedia projects.

Music creationVideo creationImage generationVoice toolsAudio editing
Review
VA
Catalog evaluation

Voice generators

Verbatik AI

Verbatik AI is a creative generation platform for producing speech, cloned voices, avatar and other videos, images, music, sound effects, and captions. Its dashboard and APIs support content production workflows for creators, businesses, and developers.

Text to speechVoice cloningAI video generationMusic generationAPI
Review
VO
Catalog evaluation

Music generators

Vozart

Vozart is a music-creation platform that generates original tracks from prompts or lyrics. Its integrated tools also generate lyrics, extend songs, remove vocals, split stems, convert audio to MIDI, master audio, and create music videos.

Text-to-musicLyrics generationStem separationMusic extensionAudio mastering
Review
YO
Catalog evaluation

Image generators

Yodayo

Yodayo is an anime-focused creative platform for generating images, videos, music, and voices, publishing community content, and chatting with character bots in Tavern. It also offers a model hub, image presets, and LoRA training for creators who want custom visual styles.

Anime artCharacter roleplayVideo generationVoice generationLoRA training
Review
VA
Discontinued record

Voice generators

VoiceMy.AI

VoiceMy.AI presents a service for cloning voices, training custom voice models from recordings, and creating songs. Its public website remains online, but the linked application returned a service-unavailable error during verification, so current product access could not be confirmed.

Voice cloningCustom voice modelsSong creationAudio recording
Review
WA
Discontinued record

Music production

WavTool

WavTool has taken its product offline. The team says its mission is AI-accelerated music production and that it plans future announcements, while inviting feedback and ideas by email.

AI music productionMusic creation
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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