mcp-server-colab-exec
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Capabilities
Features and capabilities supported by this server
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| colab_executeA | 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_fileA | 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_notebookA | 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. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
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