MCP Server Colab Exec

Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client

Connector by pdwi2020 · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 9

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Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

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About

Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools: 0 read · 3 write · 0 delete
Secrets: None asked for
Install scripts: Not scanned yet
Runs as: Python package

Tools by what they do 3

Read from the source code; the running server may list different tools.

Write 3 · Create, change, send or run things.

colab_execute
colab_execute_file
colab_execute_notebook

Files it touches

Any path the agent passes to its tools

Tools (3)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

colab_executeExecute Python Code on GPU
Execute Python code on a Google Colab GPU runtime. Allocates a T4 or L4 GPU, runs the code, and returns structured JSON with per-cell output, errors, and stderr. Args: code: Python code to execute on the Colab GPU runtime. accelerator: GPU type — "T4" (free-tier) or "L4" (premium). Default: "T4". timeout: Max execution time in seconds. Default: 300.
colab_execute_fileExecute Python File on GPU
Execute a local Python file on a Google Colab GPU runtime. Reads the file contents and sends them for execution on a Colab GPU. Args: file_path: Path to a local .py file to execute on Colab. accelerator: GPU type — "T4" (free-tier) or "L4" (premium). Default: "T4". timeout: Max execution time in seconds. Default: 300.
colab_execute_notebookExecute Code and Download Artifacts
Execute Python code on Colab GPU and collect generated artifacts. Runs the code, then scans the runtime for output files (images, CSVs, models, etc.), zips them, and downloads to a local directory. Args: code: Python code to execute on the Colab GPU runtime. output_dir: Local directory to save the artifacts zip and extracted files. accelerator: GPU type — "T4" (free-tier) or "L4" (premium). Default: "T4". timeout: Max execution time in seconds. Default: 300.

Signals

Stars: 9
Forks: 4
Open issues: 2
Weekly downloads: 61
Last commit: Mar 11, 2026 (7 months ago)
Last release: Feb 15, 2026 (8 months ago)
Last package publish: Feb 15, 2026 (8 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name: io.github.pdwi2020/mcp-server-colab-exec
Version: 0.1.0
Auth: No auth
Packages: pypi mcp-server-colab-exec
License: MIT
Repository: github.com/pdwi2020/mcp-server-colab-exec
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: Official MCP Registry github-graphql

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Cite this page

MCP Server Colab Exec. Agent Mart. https://agentmart.dev/connectors/pdwi2020-mcp-server-colab-exec (last updated 2026-10-24)