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Google Colab MCP Server

by Google

Official MCP server for Google Colab. Lets AI agents create, execute, and manage GPU-accelerated Jupyter notebooks via Model Context Protocol — no browser needed.

5
Skills
OAuth 2.0
Auth
Yes
Streaming
No
Push

Skills

Create and manage Jupyter notebooks programmatically from any MCP-compatible AI agent or coding assistant

Create and manage Jupyter notebooks programmatically from any MCP-compatible AI agent or coding assistant

Execute Python code cells in Google's GPU/TPU-accelerated cloud runtime without browser interaction

Execute Python code cells in Google's GPU/TPU-accelerated cloud runtime without browser interaction

Install and manage Python package dependencies dynamically within a running Colab session

Install and manage Python package dependencies dynamically within a running Colab session

Run end-to-end data analysis pipelines and return structured results back to the orchestrating agent

Run end-to-end data analysis pipelines and return structured results back to the orchestrating agent

Automate multi-step ML experiments and chain notebook outputs into downstream workflow automation

Automate multi-step ML experiments and chain notebook outputs into downstream workflow automation

Code & DevToolsnotebook-automationcloud-computepython-executiondata-analysisjupytergpu-accessmcp-protocolopen-source
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google-colab-mcp
Official MCP server for Google Colab. Lets AI agents create, execute, and manage GPU-accelerated Jupyter notebooks via Model Context Protocol — no browser needed.
fields
nameGoogle Colab MCP Server
providerGoogle
urlhttps://github.com/googlecolab/colab-mcp
categoriescode-devtools
accessmcp · api
authoauth2
streamingtrue
pushfalse
verifiedtrue
tagsnotebook-automation, cloud-compute, python-execution, data-analysis, jupyter, gpu-access, mcp-protocol, open-source
skills
Create and manage Jupyter notebooks programmatically from any MCP-compatible AI agent or coding assistantCreate and manage Jupyter notebooks programmatically from any MCP-compatible AI agent or coding assistantCreate and manage Jupyter notebooks programmatically fr…
Execute Python code cells in Google's GPU/TPU-accelerated cloud runtime without browser interactionExecute Python code cells in Google's GPU/TPU-accelerated cloud runtime without browser interactionExecute Python code cells in Google's GPU/TPU-accelerat…
Install and manage Python package dependencies dynamically within a running Colab sessionInstall and manage Python package dependencies dynamically within a running Colab sessionInstall and manage Python package dependencies dynamica…
Run end-to-end data analysis pipelines and return structured results back to the orchestrating agentRun end-to-end data analysis pipelines and return structured results back to the orchestrating agentRun end-to-end data analysis pipelines and return struc…
Automate multi-step ML experiments and chain notebook outputs into downstream workflow automationAutomate multi-step ML experiments and chain notebook outputs into downstream workflow automationAutomate multi-step ML experiments and chain notebook o…
→ https://github.com/googlecolab/colab-mcp