diff --git a/README.md b/README.md
index 058a628..99d60af 100644
--- a/README.md
+++ b/README.md
@@ -23,25 +23,9 @@
 [![Docker Pulls](https://img.shields.io/docker/pulls/datalayer/jupyter-mcp-server?style=for-the-badge&logo=docker&logoColor=white&color=2496ED)](https://hub.docker.com/r/datalayer/jupyter-mcp-server)
 [![License](https://img.shields.io/badge/License-BSD_3--Clause-blue?style=for-the-badge&logo=open-source-initiative&logoColor=white)](https://opensource.org/licenses/BSD-3-Clause)
 
-<table>
-<tr>
-<td width="60%">
-
-📢 **Upcoming JupyterCon 2025**: We'll be presenting Jupyter MCP Server at [JupyterCon 2025](https://jupytercon2025.sched.com/event/28H3z) on November 4! Join us to learn about ✨ AI-powered notebook interactions and the future of 🪐 Jupyter workflows.
-
-</td>
-<td width="40%" align="center">
-
-[![JupyterCon 2025](https://assets.datalayer.tech/jupyter-mcp/JupyterCon.png)](https://jupytercon2025.sched.com/event/28H3z)
-
-</td>
-</tr>
-</table>
 
 ![Jupyter MCP Server Demo](https://assets.datalayer.tech/jupyter-mcp/mcp-demo-multimodal.gif)
 
-> 🚨 **Latest Release: v17.0**: **JupyterLab Mode Integration!** Enhanced UI integration with automatic notebook opening. [📋 Read more in the release notes](https://jupyter-mcp-server.datalayer.tech/releases)
-
 </div>
 
 ## 📖 Table of Contents
@@ -133,6 +117,15 @@ pip uninstall -y pycrdt datalayer_pycrdt
 pip install datalayer_pycrdt==0.12.17
 ```
 
+> [!TIP]
+> To confirm your environment is correctly configured:
+> 1. Open a notebook in JupyterLab
+> 2. Type some content in any cell (code or markdown)
+> 3. Observe the tab indicator: you should see an "×" appear next to the notebook name, indicating unsaved changes
+> 4. Wait a few seconds—the "×" should automatically change to a "●" without manually saving
+> 
+> This automatic saving behavior confirms that the real-time collaboration features are working properly, which is essential for MCP server integration.
+
 ### 2. Start JupyterLab
 
 ```bash
diff --git a/docs/docs/jupyter/stdio/index.mdx b/docs/docs/jupyter/stdio/index.mdx
index 643db61..abf5319 100644
--- a/docs/docs/jupyter/stdio/index.mdx
+++ b/docs/docs/jupyter/stdio/index.mdx
@@ -12,6 +12,16 @@ pip uninstall -y pycrdt datalayer_pycrdt
 pip install datalayer_pycrdt==0.12.17
 ```
 
+:::tip
+To confirm your environment is correctly configured:
+1. Open a notebook in JupyterLab
+2. Type some content in any cell (code or markdown)
+3. Observe the tab indicator: you should see an "×" appear next to the notebook name, indicating unsaved changes
+4. Wait a few seconds—the "×" should automatically change to a "●" without manually saving
+
+This automatic saving behavior confirms that the real-time collaboration features are working properly, which is essential for MCP server integration.
+:::
+
 ### JupyterLab start
 
 Then, start JupyterLab with the following command.
@@ -238,4 +248,4 @@ For advanced configurations with separate document storage and runtime execution
 - Test token: `curl -H "Authorization: token YOUR_TOKEN" http://localhost:8888/api/sessions`
 - Check token in Jupyter server logs or URL parameters
 
-For detailed troubleshooting and advanced configuration, see the [configuration guide](/configuration).
\ No newline at end of file
+For detailed troubleshooting and advanced configuration, see the [configuration guide](/configuration).
diff --git a/docs/docs/jupyter/streamable-http/jupyter-extension/index.mdx b/docs/docs/jupyter/streamable-http/jupyter-extension/index.mdx
index 88776cc..4fdd1f0 100644
--- a/docs/docs/jupyter/streamable-http/jupyter-extension/index.mdx
+++ b/docs/docs/jupyter/streamable-http/jupyter-extension/index.mdx
@@ -12,6 +12,16 @@ pip uninstall -y pycrdt datalayer_pycrdt
 pip install datalayer_pycrdt==0.12.17 jupyter_mcp_tools
 ```
 
+:::tip
+To confirm your environment is correctly configured:
+1. Open a notebook in JupyterLab
+2. Type some content in any cell (code or markdown)
+3. Observe the tab indicator: you should see an "×" appear next to the notebook name, indicating unsaved changes
+4. Wait a few seconds—the "×" should automatically change to a "●" without manually saving
+
+This automatic saving behavior confirms that the real-time collaboration features are working properly, which is essential for MCP server integration.
+:::
+
 ### Start JupyterLab with MCP Extension
 
 Start JupyterLab with the MCP server extension:
diff --git a/docs/docs/jupyter/streamable-http/standalone/index.mdx b/docs/docs/jupyter/streamable-http/standalone/index.mdx
index 5eba29c..2c98899 100644
--- a/docs/docs/jupyter/streamable-http/standalone/index.mdx
+++ b/docs/docs/jupyter/streamable-http/standalone/index.mdx
@@ -12,6 +12,16 @@ pip uninstall -y pycrdt datalayer_pycrdt
 pip install datalayer_pycrdt==0.12.17
 ```
 
+:::tip
+To confirm your environment is correctly configured:
+1. Open a notebook in JupyterLab
+2. Type some content in any cell (code or markdown)
+3. Observe the tab indicator: you should see an "×" appear next to the notebook name, indicating unsaved changes
+4. Wait a few seconds—the "×" should automatically change to a "●" without manually saving
+
+This automatic saving behavior confirms that the real-time collaboration features are working properly, which is essential for MCP server integration.
+:::
+
 ### JupyterLab start
 
 Then, start JupyterLab with the following command.