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Feat/claude images mcp #3029

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@evalstate evalstate commented Aug 14, 2025

Congratulations! You've made it this far! Once merged, the article will appear at https://huggingface.co/blog. Official articles
require additional reviews. Alternatively, you can write a community article following the process here.

Preparing the Article

You're not quite done yet, though. Please make sure to follow this process (as documented here):

  • [X Add an entry to _blog.yml.
  • Add a thumbnail. There are no requirements here, but there is a template if it's helpful.
  • [X Check you use a short title and blog path.
  • [X Upload any additional assets (such as images) to the Documentation Images repo. This is to reduce bloat in the GitHub base repo when cloning and pulling. Try to have small images to avoid a slow or expensive user experience.
  • Add metadata (such as authors) to your md file. You can also specify guest or org for the authors.
  • Ensure the publication date is correct.
  • Preview the content. A quick way is to paste the markdown content in https://huggingface.co/new-blog. Do not click publish, this is just a way to do an early check.

Here is an example of a complete PR: #2382

Getting a Review

Please make sure to get a review from someone on your team or a co-author.
Once this is done and once all the steps above are completed, you should be able to merge.
There is no need for additional reviews if you and your co-authors are happy and meet all of the above.

Feel free to add @pcuenca as a reviewer if you want a final check. Keep in mind he'll be biased toward light reviews
(e.g., check for proper metadata) rather than content reviews unless explicitly asked.

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thanks a lot! mostly nits


## 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 straight away.
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would be nice to end more enthusiastically

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@evalstate - we can create a community discussion here and ask people to share their feedback and generations there? wdyt?

and give them a to-do to try some image to video models with the generated images too.

think it could be nice way to end.

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Request re-review, have made it more optimistic. vb - i was planning to follow up with an article on a) a LoRA image space and b) using Kontext/explaining the gradio_files feature i added this week...

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looking lovely - it's mostly there imo, mostly think we should contextualise the HF MCP server and ZeroGPU a bit more and perhaps even drop a plug to upgrade in the end too.

# Create Images with Claude and Hugging Face

> [!TIP]
> **TL;DR:** Its easier than ever to generate detailed pictures using the latest AI models - by connecting Claude to Hugging Face Spaces. This article describes how, why, and introduces recently launched models which excel at producing natural images and including text.
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maybe link some example text to image spaces here?

and perhaps we can emphasise that these models are SoTA.

essentially clause is SoTA for text/ code and these models are SoTA for Image* - combined we make a beast.


The advantages of generating pictures using this way are:
- The AI can assist in building detailed prompts that may improve the output quality of generated images.
- The AI can "see" the generated images, then help iterate on designs and techniques to get perfect results.
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this is not always true tho no? :p - specially not in the case of claude

<figcaption>Conneting Claude to Hugging Face</figcaption>
</figure>

Confirm that that the Hugging Face tools are available from the "Search and tools" menu... and now we are ready to try some of the latest models.
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maybe here we can add a small blurb about the HF MCP Server

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Somewhere here, I think it might be good to talk about ZeroGPU too i.e. they are able to use these chonky models thanks to our serverless GPU platform.

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have added some text; i didn't want the article to become too technical/explanatory though - wanted to keep it accessible to Claude users that might already be uncomfortable with some of the terminology. not sure i've managed it though :D

<figcaption>Hugging Face Graffiti Street Scene</figcaption>
</figure>


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just to spice things up a bit should we add the ltx-fast example as a nice ending too? :p

I think it could work quite well.


## 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 straight away.
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@evalstate - we can create a community discussion here and ask people to share their feedback and generations there? wdyt?

and give them a to-do to try some image to video models with the generated images too.

think it could be nice way to end.

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Looking good! 🔥

- user: evalstate
---

# Create Images with Claude and Hugging Face
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Suggested change
# Create Images with Claude and Hugging Face
# Generate Images with Claude and Hugging Face

# Create Images with Claude and Hugging Face

> [!TIP]
> **TL;DR:** Its easier than ever to generate detailed pictures with state-of-the-art AI models - by connecting Claude to Hugging Face Spaces. This article describes how and why, and introduces recently launched models which excel at producing natural images and including text.
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Suggested change
> **TL;DR:** Its easier than ever to generate detailed pictures with state-of-the-art AI models - by connecting Claude to Hugging Face Spaces. This article describes how and why, and introduces recently launched models which excel at producing natural images and including text.
> **TL;DR:** It's easier than ever to generate detailed pictures with state-of-the-art AI models by connecting Claude to Hugging Face Spaces. This article describes how and why, and introduces recently launched models which excel at producing natural images or images that include text.


Recent advances in image generation models have improved their ability to produce realistic outputs and incorporate high quality text. It's easier than ever to use these models by connecting them directly to Claude.

The advantages of generating pictures using this way are:
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Suggested change
The advantages of generating pictures using this way are:
The advantages of generating pictures this way are:

Recent advances in image generation models have improved their ability to produce realistic outputs and incorporate high quality text. It's easier than ever to use these models by connecting them directly to Claude.

The advantages of generating pictures using this way are:
- The AI can assist in building detailed prompts that may improve the output quality of generated images.
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Suggested change
- The AI can assist in building detailed prompts that may improve the output quality of generated images.
- The AI can assist in building detailed prompts that may improve the quality of generated images.


The advantages of generating pictures using this way are:
- The AI can assist in building detailed prompts that may improve the output quality of generated images.
- The AI can "see" the generated images, then help iterate on designs and techniques to get perfect results.
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Perhaps we can introduce another advantage: we can replace the backend model whenever we want or a better model is released. Instead of visiting new UIs as models come out, or learning the nuances to prompt them with code, we can keep using the same queries once the system is set up.


## Conclusion

Connecting Claude to Hugging Face Spaces makes using state-of-the-art models on the day of release as easy as clicking a button. Explore the AI App Directory at [https://huggingface.co/spaces](https://huggingface.co/spaces) and build amazing things with [Video Generation](https://huggingface.co/spaces/evalstate/ltx-video-distilled), [Text Generation](https://huggingface.co/spaces/amd/gpt-oss-120b-chatbot), [Image Editing](https://huggingface.co/spaces/evalstate/FLUX.1-Kontext-Dev) and many thousands more. Let us know what you find and create in the comments below.
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Suggested change
Connecting Claude to Hugging Face Spaces makes using state-of-the-art models on the day of release as easy as clicking a button. Explore the AI App Directory at [https://huggingface.co/spaces](https://huggingface.co/spaces) and build amazing things with [Video Generation](https://huggingface.co/spaces/evalstate/ltx-video-distilled), [Text Generation](https://huggingface.co/spaces/amd/gpt-oss-120b-chatbot), [Image Editing](https://huggingface.co/spaces/evalstate/FLUX.1-Kontext-Dev) and many thousands more. Let us know what you find and create in the comments below.
Connecting Claude to Hugging Face Spaces makes using state-of-the-art models as easy as clicking a button, even the day new models are released. Explore the AI App Directory at [https://huggingface.co/spaces](https://huggingface.co/spaces) and build amazing projects with [Video Generation](https://huggingface.co/spaces/evalstate/ltx-video-distilled), [Text Generation](https://huggingface.co/spaces/amd/gpt-oss-120b-chatbot), [Image Editing](https://huggingface.co/spaces/evalstate/FLUX.1-Kontext-Dev) and many thousands more. Let us know what you find and create in the comments below!

Is the AMD gpt-oss space compatible with MCP?

Comment on lines +90 to +91

With a Hugging Face account, it's simple to add new tools to Claude and use them straight away.
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Suggested change
With a Hugging Face account, it's simple to add new tools to Claude and use them straight away.

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I'd maybe name the file claude-and-mcp.md

tags:
- mcp
- llm
- qwen
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Suggested change
- qwen
- qwen
- flux

(or krea)

- mcp
- llm
- qwen
- text_to_image
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- text_to_image
- text-to-image

This one is more used.

@pcuenca
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pcuenca commented Aug 14, 2025

ZeroGPU a bit more and perhaps even drop a plug to upgrade in the end too

Agree, and suggested the same in my review.

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