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colab-drive-mcp

get_colab_url

Generates a Colab URL from a Google Drive notebook file ID, allowing you to share or open the notebook in Colab without automatically launching a browser.

Instructions

Return a Colab URL for a Drive notebook; this does not open a browser.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
file_idYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description only mentions one behavioral trait (no browser opening) but fails to disclose error handling, authentication requirements, or side effects. With no annotations provided, more detail is expected.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence with 14 words, containing only essential information. No unnecessary words or redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple tool with one parameter and an output schema, the description is minimal but sufficient to convey the primary purpose. However, it lacks information on error cases, prerequisites, or return format beyond the schema.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The only parameter 'file_id' is explained implicitly by the description mentioning 'Drive notebook', which clarifies the expected input type. However, the description does not provide explicit format or validation info, and schema description coverage is 0%.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it returns a Colab URL for a Drive notebook, distinguishing it from sibling tools like copy_drive_notebook or get_local_notebook. It also clarifies that it does not open a browser, which is an important behavioral detail.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool vs alternatives. It does not mention prerequisites, context, or scenarios where this tool is preferred over other notebook-related tools.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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