This site is written and mangaed by Edward Wong hosted on github. You can find the implemented clustering algorithm below. Noted that this is not an API, this is just a open source project. Source code is available on github. The whole project just uses common javascript, JQuery, bootstrap and plotly
view on githubK-mean clustering implemetation
Mean shift clustering implementation
DBSCAN clustering implementation