SERVER

universal-notebook-mcp

Rank #121,485

glama/am-3/jupyter-mcp

Enables AI assistants to read, edit, and execute Jupyter notebook files (.ipynb) with live kernel output, without requiring JupyterLab.

First listed
Jul 8, 2026
Last publish date
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OVERVIEW

universal-notebook-mcp is a Model Context Protocol (MCP) server published by am-3. It ranks #121,485 of 137,492 servers tracked on MCP Toplist. universal-notebook-mcp is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jul 8, 2026.

STANDING
#121,485of 137,492 tracked servers

Ranks ahead of 16,007 of 137,492 servers on MCP Toplist.

CONNECT

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API keyNeeds credentials

Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.

This server doesn't publish a machine-readable install config — see the repository README for install instructions.

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MCP Toplist: #121,485 of 137,492
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REGISTRIES

Listed on 1 registry

ORGANIZATION

am-3

Organization
Servers in org
1
Versions across org
0
VERSIONS

Not versioned

This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.

FAQ

Frequently asked questions

Who maintains universal-notebook-mcp?
universal-notebook-mcp is maintained by am-3, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
Is universal-notebook-mcp listed on the Official MCP Registry?
universal-notebook-mcp is not on the Official MCP Registry. It is listed on Glama.
How many versions does universal-notebook-mcp have?
universal-notebook-mcp ships as a single rolling release with no explicit version metadata.
Where can I find the source code for universal-notebook-mcp?
The source code for universal-notebook-mcp is hosted at github.com/am-3/jupyter-mcp.
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