It's very helpful when working with a specific technology/library, and you want to access the project's llms.txt, readme, search the docs, etc from within the IDE using the MCP client.
Check it out, for exmaple, with the langgraph docs:
https://gitmcp.io/#github-pages-demo
It really improves the development experience.