Update: Worked great but it had problems with larger markdown files and was truncating them. Ghostwriter seems to work better on Ubuntu 22.04 now.
ReText is a simple but powerful editor for Markdown and reStructuredText markup languages. One can also add support for custom markups using Python modules.
Refer: https://github.com/retext-project/retext
This is available in the Sofware Center