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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.

npx agentmarket install connector/pdwi2020-mcp-server-colab-exec

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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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 Registrygithub-graphql
Cite this page

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