prep draft

Author: evalstate

claude-images-mcp.md

@@ -36,6 +36,14 @@ Confirm that that the Hugging Face tools are available from the "Search and tool
 
 [FLUX.1 Krea [dev]](https://huggingface.co/black-forest-labs/FLUX.1-Krea-dev) aims to eliminate the telltale "AI look" that often plague generated images - for example plastic skin, oversaturated colors, or overly smooth textures. If you want images that look like they were shot by a professional photographer rather than generated by a computer, Krea delivers the realistic textures, natural lighting, and authentic aesthetics that other AI models struggle with. You can read more about how they did this [on their blog](https://www.krea.ai/blog/flux-krea-open-source-release).
 
+<figure class="image text-center">
+  <img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/claude-images-mcp/bfl_krea_image_wide.avif" alt="Examples from Krea">
+  <figcaption>Examples from the Krea Image Generator</figcaption>
+</figure>
+
+
+
+
 To try **Krea**, go to [`huggingface.co/mcp/settings`](https://huggingface.co/settings/mcp) and add `evalstate/flux1-krea` to your "Spaces Tools". This will add a tool named  something similar to "`flux1_krea_dev_infer`" to Claude. This enables Claude to generate beautiful, realistic looking images. Note the precise name may vary slightly depending on your configuration.
 
 <figure class="image flex flex-col items-center text-center m-0 w-full">
@@ -45,20 +53,38 @@ To try **Krea**, go to [`huggingface.co/mcp/settings`](https://huggingface.co/se
      >
      <source src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/claude-images-mcp/adding-mcp-space.mp4" type="video/mp4">
    </video>
-  <figcaption>Adding a Space in [MCP Settings](https://huggingface.co/settings/mcp)</figcaption>   
+  <figcaption>Adding a Space in <a href='https://huggingface.co/settings/mcp'>MCP Settings</a></figcaption>   
  </figure>
 
 
-Try a prompt like "Use Krea to create an image of a Vibrant garden with victorian house".
+You can then try a prompt in Claude like: 
+
+> "Use Krea to create an image of a Vibrant garden with victorian house".
+
+To begin generating pictures.
 
 ## Qwen Image
 
 [Qwen-Image](https://huggingface.co/Qwen/Qwen-Image) is a powerful AI image generator that excels at creating images with accurate text rendering, making it ideal for designing posters, signs, infographics, and marketing materials where text quality matters. Read more about the Qwen-Image model from their [blog post](https://qwenlm.github.io/blog/qwen-image/).
 
+<figure class="image text-center">
+  <img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/claude-images-mcp/qwen_sample.jpg" alt="Examples from Qwen">
+  <figcaption>Examples from the Qwen-Image Generator</figcaption>
+</figure>
+
+
 To use **Qwen-Image** add `evalstate/qwen-image` from your [MCP Servers setting](https://huggingface.co/settings/mcp) page, then check it is enabled in Claude to start using it.
 
 You can even keep both enabled and ask Claude to use both and compare results for similar concepts - for example: "Use Krea and Qwen to generate a street scene with 'Hugging Face' graffiti sprayed on the wall".
 
+
+<figure class="image text-center">
+  <img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/claude-images-mcp/krea_hf_example.webp" alt="Hugging Face Graffiti Street Scene">
+  <figcaption>Hugging Face Graffiti Street Scene</figcaption>
+</figure>
+
+
+
 ## Conclusion
 
-Hugging Face Spaces paired with the Claude Connectors gives you simple access to the very latest AI models - often on the day of launch. With a Hugging Face account, it's simple to add new tools to Claude and use them.  
+Hugging Face Spaces paired with the Claude Connectors gives you simple access to the very latest AI models - often on the day of launch. With a Hugging Face account, it's simple to add new tools to Claude and use them straight away.