Agents make it easier for you to give context to the LLM, or for it to grab some by itself like Cline/Claude/Cursor/Windsurf can do.
With a web-based system you need repomix or something similar to give the whole project (or parts of it if you can be bothered to filter) as context, which isn't exactly nifty