diff --git a/CHANGELOG.md b/CHANGELOG.md
deleted file mode 100644
index 032ffcce..00000000
--- a/CHANGELOG.md
+++ /dev/null
@@ -1,7 +0,0 @@
-
-
-# Changelog
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 744fc6c9..b2339909 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -52,6 +52,14 @@ To get started with development, you'll need to set up your environment.
make test
```
+5. **Build Python Package/Docker Image:**
+ ```bash
+ # Build the Python package
+ make build
+ # Build the Docker image
+ make build-docker
+ ```
+
## (Optional) Manual Agent Testing
1. **Build Python Package:**
@@ -93,11 +101,8 @@ To get started with development, you'll need to set up your environment.
"jupyter-mcp-server"
],
"env": {
- "DOCUMENT_URL": "http://localhost:8888",
- "DOCUMENT_TOKEN": "MY_TOKEN",
- "DOCUMENT_ID": "notebook.ipynb",
- "RUNTIME_URL": "http://localhost:8888",
- "RUNTIME_TOKEN": "MY_TOKEN",
+ "JUPYTER_URL": "http://localhost:8888",
+ "JUPYTER_TOKEN": "MY_TOKEN",
"ALLOW_IMG_OUTPUT": "true"
}
}
diff --git a/README.md b/README.md
index 8178d8ea..7c9b1b27 100644
--- a/README.md
+++ b/README.md
@@ -207,11 +207,10 @@ Then, configure your client:
> [!TIP]
> 1. **Port Configuration**: Ensure the `port` in your Jupyter URLs matches the one used in the `jupyter lab` command. For simplified config, set this in `JUPYTER_URL`.
-> 2. **Server Separation**: The different URL and token variables exist because some deployments separate notebook storage (`DOCUMENT_*`) from kernel execution (`RUNTIME_*`). Use `JUPYTER_URL` and `JUPYTER_TOKEN` when both services are on the same server, or set individual variables for advanced deployments.
+> 2. **Server Separation**: Use `JUPYTER_URL` when both services are on the same server, or set individual variables for advanced deployments. The different URL variables exist because some deployments separate notebook storage (`DOCUMENT_URL`) from kernel execution (`RUNTIME_URL`).
> 3. **Authentication**: In most cases, document and runtime services use the same authentication token. Use `JUPYTER_TOKEN` for simplified config or set `DOCUMENT_TOKEN` and `RUNTIME_TOKEN` individually for different credentials.
-> 4. **Notebook Path**: The `DOCUMENT_ID` parameter specifies the path to the notebook you want to connect to. It should be relative to the directory where JupyterLab was started.
-> - **Optional:** If you omit `DOCUMENT_ID`, the MCP client can automatically list all available notebooks on the Jupyter server, allowing you to select one interactively via your prompts.
-> - **Flexible:** Even if you set `DOCUMENT_ID`, the MCP client can still browse, list, switch to, or even create new notebooks at any time.
+> 4. **Notebook Path**: The `DOCUMENT_ID` parameter specifies the path to the notebook the MCP client default to connect. It should be relative to the directory where JupyterLab was started. If you omit `DOCUMENT_ID`, the MCP client can automatically list all available notebooks on the Jupyter server, allowing you to select one interactively via your prompts.
+> 5. **Image Output**: Set `ALLOW_IMG_OUTPUT` to `false` if your LLM does not support mutimodel understanding.
For detailed instructions on configuring various MCP clients—including [Claude Desktop](https://jupyter-mcp-server.datalayer.tech/clients/claude_desktop), [VS Code](https://jupyter-mcp-server.datalayer.tech/clients/vscode), [Cursor](https://jupyter-mcp-server.datalayer.tech/clients/cursor), [Cline](https://jupyter-mcp-server.datalayer.tech/clients/cline), and [Windsurf](https://jupyter-mcp-server.datalayer.tech/clients/windsurf) — see the [Clients documentation](https://jupyter-mcp-server.datalayer.tech/clients).
@@ -244,7 +243,7 @@ Looking for blog posts, videos, or other materials about Jupyter MCP Server?
👉 Visit the [**Resources section**](https://jupyter-mcp-server.datalayer.tech/resources) in our documentation for more!
-
+
diff --git a/docs/docs/contribute/index.mdx b/docs/docs/contribute/index.mdx
index 7dec1298..0bae6f97 100644
--- a/docs/docs/contribute/index.mdx
+++ b/docs/docs/contribute/index.mdx
@@ -1,23 +1,12 @@
# Contribute
-## Develop
-
-Clone the repository and install the dependencies.
-
-```bash
-git clone https://github.com/datalayer/jupyter-mcp-server
-cd jupyter-mcp-server
-pip install -e .
-```
-
-Build the Docker image from source.
-
-```bash
-make build-docker
-```
-
-## Contribute
-
We invite you to contribute by [opening issues](https://github.com/datalayer/jupyter-mcp-server/issues) and submitting [pull requests](https://github.com/datalayer/jupyter-mcp-server/pulls).
+We welcome contributions of all kinds, including:
+- 🐛 Bug fixes
+- 📝 Improvements to existing features or documentation
+- ✨ New feature development
+
Your contributions help us improve the project and make it more useful for everyone!
+
+See more in [CONTRIBUTING.md](https://github.com/datalayer/jupyter-mcp-server/blob/main/CONTRIBUTING.md)
diff --git a/docs/docs/releases/index.mdx b/docs/docs/releases/index.mdx
index be1b6dea..42ecd73c 100644
--- a/docs/docs/releases/index.mdx
+++ b/docs/docs/releases/index.mdx
@@ -3,6 +3,12 @@
## 0.16.x - 13 Oct 2025
- [Merge the three execute tools into a single unified tool](https://github.com/datalayer/jupyter-mcp-server/pull/111)
+- [Docs: update readme and contributing](https://github.com/datalayer/jupyter-mcp-server/pull/112)
+- CI: build Auto Releases CI/CD: [#114](https://github.com/datalayer/jupyter-mcp-server/pull/114), [#115](https://github.com/datalayer/jupyter-mcp-server/pull/115), [#119](https://github.com/datalayer/jupyter-mcp-server/pull/119), [#120](https://github.com/datalayer/jupyter-mcp-server/pull/120)
+- [fix negative index](https://github.com/datalayer/jupyter-mcp-server/pull/116)
+- [fix ressources and prompts list](https://github.com/datalayer/jupyter-mcp-server/pull/117)
+- [Refactor: separate and simplify the server.py](https://github.com/datalayer/jupyter-mcp-server/pull/123)
+- [Feat/add JUPYTER_URL and JUPYTER_TOKEN](https://github.com/datalayer/jupyter-mcp-server/pull/125)
## 0.15.x - 08 Oct 2025