diff --git a/docs/source/en/transformers_agents.mdx b/docs/source/en/transformers_agents.mdx
index 793ab6bfc0f280..514e34c30b3158 100644
--- a/docs/source/en/transformers_agents.mdx
+++ b/docs/source/en/transformers_agents.mdx
@@ -283,7 +283,7 @@ the ability to quickly create and share custom tools.
 
 By pushing the code of a tool to a Hugging Face Space or a model repository, you're then able to leverage the tool 
 directly with the agent. We've added a few 
-**transformers-agnostic** tools to the `huggingface-tools` organization:
+**transformers-agnostic** tools to the [`huggingface-tools` organization](https://huggingface.co/huggingface-tools):
 
 - **Text downloader**: to download a text from a web URL
 - **Text to image**: generate an image according to a prompt, leveraging stable diffusion
@@ -294,7 +294,7 @@ The text-to-image tool we have been using since the beginning is a remote tool t
 [*huggingface-tools/text-to-image*](https://huggingface.co/spaces/huggingface-tools/text-to-image)! We will
 continue releasing such tools on this and other organizations, to further supercharge this implementation.
 
-The agents have by default access to tools that reside on `huggingface-tools`.
+The agents have by default access to tools that reside on [`huggingface-tools`](https://huggingface.co/huggingface-tools).
 We explain how to you can write and share your tools as well as leverage any custom tool that resides on the Hub in [following guide](custom_tools).
 
 ### Code generation