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docs: Add MkDocs with Material theme and essential plugins (#1433)

* docs: Add MkDocs with Material theme and essential plugins

- Configure MkDocs with Material theme as documentation framework
- Configure core documentation plugins:
  - search: Enable full-text search within docs
  - markdown-exec: generate dynamic content (used to auto-list supported
hosts for example)
  - mkdocstrings: Auto-generate API docs from Python docstrings
- Configure initial navigation structure
- Add example markdown files demonstrating key features
- Add recipe-scrapers[docs] optional dependency for documentation work
- Add guide on contributing to the documentation
- Remove markdownlint configuration for better developer experience

* Pin minimum versions for all dev deps

* Add pre_commit to dev deps..

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