AI Tools Registry

Mobile-first full-song AI generator available on App Store. Converts text prompts into complete vocal tracks with multilingual support including English, Spanish, Japanese, and Korean. Features community remix and discovery tools.

Generative songwriting tools built into BandLab's cloud DAW. Produces instant full-track starting points with vocals and arrangement inside a free, collaborative workspace.

One-click AI song creation with instant publishing to streaming platforms. Among the first tools to enable mass AI music distribution.

Text-to-song AI generator that turns prompts, lyrics, genre, and mood inputs into complete, professional-quality tracks. Exports MP3 (WAV coming soon), with song lengths up to 8 minutes depending on the selected model.

Vocal-first AI music generation leveraging ElevenLabs' advanced voice synthesis. Strong in emotionally expressive song output.

Google DeepMind's high-fidelity music generation model. Lyria 3 powers full-song creation in the Gemini app and underpins Producer.ai, supporting 8 languages, up to 3 minutes per generation (Pro tier), and API access via Vertex AI. All output includes SynthID digital watermarking.

Text-to-song AI generator that turns prompts and lyrics into complete tracks with vocals and instrumentation across a range of genres and styles.

Full-song AI music generation by ByteDance. Part of the Kling creative AI suite, with rapid iteration and high-volume output capability.

Style-specific AI music generation across 30+ genres using a loop-based composition engine. Offers AI Producer features for customizing arrangement, tempo, and stem layering.

Vocal-quality leader on multiple 2026 blind-vote leaderboards. Known for natural vibrato, emotional dynamics, and strong multilingual singing performance.

Full-song AI generator powered by MusiCoT (Music Chain-of-Thought) technology. Mureka V8 outperforms leading competitors in independent evaluations. Agent Studio (September 2025) enables six creation scenarios: Make Album, Tarot Tunes, Buzz Tracks, Diss Tracks, Gift a Song, and Spicy Song.

Full-song AI generator that creates original tracks with vocals, instruments, and melody from text, lyrics, image, or melody input. Adds stem splitting, vocal removal, mastering, and MIDI editing, with all output royalty-free.

AI generator that turns text, lyrics, or humming into studio-quality songs and cinematic music videos. Supports 100+ styles, with commercial licensing included.

Prompt-based full-song platform with a mobile-first workflow. Offers remix and section-replacement tools alongside straightforward text-to-song generation.

Text-, lyric-, or idea-to-song AI generator producing royalty-free full tracks up to 8 minutes across many genres and moods. Bundles vocal removal, stem splitting, AI mastering, and song-cover generation.

Conversational AI music agent acquired by Google Labs in 2026. Built on Gemini and Lyria 3, it turns natural-language requests into full studio-style songs with stems, remixing, and AI-generated visuals.

Text-to-full-song AI generation with a focus on stylistic control. Supports genre blending and lyric-to-song workflows.

The leading full-song AI generator. Produces lyrics, vocals, and full instrumentation from a single text prompt. The primary platform for AIWR record attempts.

Full-song aggregator that routes text and lyric prompts through multiple underlying engines, including Suno and Mureka, with built-in stem splitting and music video generation.

Premium AI music generation with studio-quality fidelity. Known for nuanced vocal performance and sophisticated arrangement generation.

Tencent Music's full-song AI generator, built on the Tianqin Music Foundation Model. Accepts text, image, and humming as input. Integrated with QQ Music, Kugou, and Kuwo for one-click distribution across China's three largest streaming platforms. Launched December 2025. 🇨🇳

One of the earliest commercial AI composers, specializing in classical, cinematic, and orchestral music. Licensed by SACEM, making AIVA one of the first AIs to hold music rights.

Mood and emotion-based instrumental AI music generation. Supports video-to-music workflows and multi-genre composition with stem-level control over the output.

Patented "functional music" engineered for focus, relaxation, and sleep rather than entertainment. A pre-engineered counterpart to Endel's real-time adaptive approach.

High-speed instrumental and SFX generation API — a 3-minute track in under 10 seconds. Built for games, apps, and real-time pipelines via stem and MIDI export.

Adaptive AI soundscape generation that responds to real-time input — time of day, heart rate, location. Pioneer in personalized generative audio environments.

Generative AI music for streaming, content creation, and live environments. Produces continuous, royalty-free instrumental output at scale.

Chinese AI music platform specializing in regional dialects (Cantonese, Minnan, Shanghainese, Sichuan, Mandarin) and traditional Guofeng music styles. Offers scenario-based, instrumental, and professional creation modes. 🇨🇳

Meta AI's open-source text-to-music model family. Widely adopted by researchers and independent creators for its transparency and customizability.

AI music generation for content creators with a royalty-free licensing model. Focus on genre-specific instrumental tracks for video and media use.

Customizable AI music with stem-level editing. Allows creators to adjust mood, instruments, and structure — making it popular for precision-required compositions.

Text-to-instrumental platform with loop mode, stem separation, and an artist-trained "DNA" system for consistent sonic identity across tracks.

AI beat and music generation platform with a focus on urban and electronic genres. Formerly Staccato — rebranded and expanded for professional creator use.

High-quality audio generation by Stability AI. Stable Audio 3.0 generates tracks exceeding 6 minutes, available in three open-weight model sizes (Small, Medium, Large). Trained exclusively on licensed data from AudioSparx and Freesound. Stable Audio Open is also valid for AIWR submissions.