googlecolab/google-colab-cli

Health v2 · maintenance only

Flags: no_releases young

Adoption not part of the score

1126 stars · 141 forks observed · 2026-09-03

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Python-based command-line interface for Google Colab that lets users provision CPU, GPU, and TPU runtimes, execute local scripts and notebooks remotely, and manage files from the terminal. It supports headless automation and AI agent integrations with features like ephemeral job runners and keep-alive daemons.

Use cases

• run python scripts on a gpu from the terminal
• provision a colab gpu or tpu vm without opening a browser
• execute jupyter notebooks headlessly in the cloud
• run a one-off job on a fresh vm and tear it down automatically
• keep a colab runtime alive without open browser tabs
• automate cloud ml pipelines from ci or scripts
• let an ai agent execute code on colab runtimes

When to choose

• you want terminal-based, headless access to Google Colab compute
• you need to run local scripts or notebooks on GPU/TPU runtimes programmatically
• you're building automation or AI agent workflows that use Colab as a backend
• you work on Linux or macOS and prefer CLI over the Colab web UI

When to avoid

• you're on Windows, which is not supported
• you want interactive in-notebook agent-assisted coding (use the Colab MCP Server instead)
• you need a general-purpose cloud VM manager beyond Colab runtimes
• you require a stable long-term API, given the tool is early (v0.6.0)

Facets

cli-tool · maturity active

cli developer-tools gpu-computing workflow-automation sdk developer-tools cloud-computing machine-learning gpu-computing cli python cloud google-colab jupyter notebooks remote-execution vm-provisioning tpu cloud-pipelines ai-agents command-line automation linux macos

Member repositories

For agents

markdown · JSON · MCP: product_card(name="googlecolab/google-colab-cli")