Recently, I have been focusing on Japanese vocabulary learning.
I tried many popular vocabulary learning apps and tools, but I still wanted something simpler, faster, and more focused on memorizing words.
So I decided to build one myself.
After about one week of development, I finished the first version of Kotoba.
https://kotoba.wangpeifeng.com/

I have been learning Japanese for a while.
During my study process, I found that what I needed most was:
So I decided to build a tool that fits my own learning habits.
The first step was preparing the vocabulary data.
Kotoba’s base vocabulary data comes from this JLPT vocabulary website:
It provides complete N5 to N1 vocabulary lists and is a common reference for Japanese learners.
Based on this data, I used Python to clean and standardize the vocabulary dataset. I also used the OpenAI API to supplement and improve the data, including:
Finally, I prepared a dataset suitable for learning and display.
The project uses the frontend stack I am most familiar with:
The project is deployed on:
This is a frontend-only application.
There is no account system, no database, and no backend service.
All learning data is stored locally in the browser, so users can open the website and start using it directly. No registration or login is required.
The following features are currently available.
Kotoba supports vocabulary learning by JLPT level:
Users can also choose how many words to learn each time.
Kotoba provides:
A daily 100-word challenge
This helps maintain a stable learning rhythm and daily learning habit.
Important words can be added to Favorites for later review.
Words that were not remembered during learning are automatically added to the Mistake List.
This makes it easier to review and reinforce difficult words later.
Kotoba records:
This helps track learning progress.
Although there is no account system, Kotoba supports:
So even when changing devices, learning records can be moved easily.
This is an intentional choice.
My goal is to build a tool where users can:
Open the website and start learning immediately.
For the current stage, local storage is enough.
It also means:
I will continue learning Japanese for a long time, so this project will also be maintained and updated over time.
Next, I plan to keep improving:
There is no plan to build a native app in the short term.
For now, Kotoba will continue as a web version.
However, Kotoba already supports PWA(Progressive Web App). If you plan to use it regularly, I recommend installing the website on your phone or desktop for a more app-like experience, including:
Installation guide:
How to install a Progressive Web App (PWA)
https://web.dev/learn/pwa/installation
After installation, Kotoba will appear on your desktop or home screen like a normal app. You do not need to open it through the browser every time.
If you are also learning Japanese, feel free to try Kotoba.
If you find any bugs, have suggestions, or want to suggest new features or vocabulary content, you can email me:
I also created a Discord server. You are welcome to join:
Keep learning. Keep improving.
Kotoba — A lightweight JLPT vocabulary trainer.
N5 から N1 まで、毎日少しずつ。