Add link badges in the space

src/hf_eda_mcp/server.py

@@ -25,12 +25,25 @@ def create_gradio_app(config: ServerConfig) -> gr.Blocks:
     ) as app:
         gr.Markdown(
             """
-            # 🤗 HuggingFace EDA MCP Server
-
-            **Model Context Protocol server for exploratory data analysis of HuggingFace datasets**
-
-            This server provides four main tools for dataset exploration that are automatically
-            exposed as MCP tools.
+            # 📊 HuggingFace EDA MCP Server
+
+            **MCP server for exploratory data analysis of HuggingFace datasets**
+
+            This server provides four tools for dataset exploration that are automatically exposed as MCP tools.
+
+            <p align="center">
+              <a href="https://www.youtube.com/watch?v=XdP7zGSb81k" target="_blank">
+                <img src="https://img.shields.io/badge/▶️_Demo_Video-FF0000?style=for-the-badge&logo=youtube&logoColor=white" alt="Demo Video">
+              </a>
+              &nbsp;
+              <a href="https://www.linkedin.com/posts/khalil-guetari-00a61415a_mcp-server-for-huggingface-datasets-discovery-activity-7400587711838842880-2K8p" target="_blank">
+                <img src="https://img.shields.io/badge/LinkedIn_Post-0A66C2?style=for-the-badge&logo=linkedin&logoColor=white" alt="LinkedIn Post">
+              </a>
+              &nbsp;
+              <a href="https://huggingface.co/spaces/MCP-1st-Birthday/hf-eda-mcp/blob/main/README.md" target="_blank">
+                <img src="https://img.shields.io/badge/📖_README-FFD21E?style=for-the-badge" alt="README">
+              </a>
+            </p>
             """
         )
 
@@ -222,6 +235,10 @@ def create_gradio_app(config: ServerConfig) -> gr.Blocks:
                 - **Cache Directory**: {config.cache_dir or "Default system cache"}
                 - **Max Sample Size**: {config.max_sample_size:,}
                 - **Request Timeout**: {config.request_timeout}s
+
+                ### Documentation
+
+                For full documentation, MCP client configuration, and local development instructions, see the [README](https://huggingface.co/spaces/MCP-1st-Birthday/hf-eda-mcp/blob/main/README.md).
                 """
             )