jupyter-mcp-server vs everything
Side-by-side comparison to help you pick between these two MCP servers.
jupyter-mcp-server by datalayer | everything by modelcontextprotocol | |
|---|---|---|
| Stars | ★ 1,103 | ★ 85,748 |
| 30d uses | — | — |
| Score | 54 | 77 |
| Official | — | ✓ |
| Categories | Developer ToolsProductivityAI / LLM Tools | Developer ToolsAI / LLM ToolsOther |
| Language | Python | TypeScript |
| Last commit | this month | this month |
jupyter-mcp-server · Summary
An MCP server that enables AI systems to interact with Jupyter notebooks in real-time, providing tools for notebook management and cell execution.
everything · Summary
Official MCP test server exercising all protocol features for client builders.
jupyter-mcp-server · Use cases
- AI assistants analyzing and executing code in Jupyter notebooks
- Automated notebook management and cell execution workflows
- Real-time collaboration between AI systems and human notebook users
everything · Use cases
- Testing MCP client implementations against all protocol features
- Learning MCP protocol capabilities through a reference server
- Validating client compatibility with different transport methods
jupyter-mcp-server · Install
# Install required dependencies
pip install jupyterlab==4.4.1 jupyter-collaboration==4.0.2 jupyter-mcp-tools>=0.1.4 ipykernel pycrdt
# Start JupyterLab
jupyter lab --port 8888 --IdentityProvider.token MY_TOKEN --ip 0.0.0.0Configure your MCP client (e.g., Claude Desktop):
{
"mcpServers": {
"jupyter": {
"command": "uvx",
"args": ["jupyter-mcp-server@latest"],
"env": {
"JUPYTER_URL": "http://localhost:8888",
"JUPYTER_TOKEN": "MY_TOKEN",
"ALLOW_IMG_OUTPUT": "true"
}
}
}
}everything · Install
NPX (recommended)
{
"mcpServers": {
"everything": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-everything"]
}
}
}On Windows, use cmd /c:
{
"mcpServers": {
"everything": {
"command": "cmd",
"args": ["/c", "npx", "-y", "@modelcontextprotocol/server-everything"]
}
}
}Docker
{
"mcpServers": {
"everything": {
"command": "docker",
"args": ["run", "-i", "--rm", "mcp/everything"]
}
}
}Global install
npm install -g @modelcontextprotocol/server-everything@latest
npx @modelcontextprotocol/server-everything