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download_file_to_local

Downloads a file from Colab runtime to a local destination path. Specify source in Colab and local path for transfer.

Instructions

Downloads a file from the Colab runtime to a local path on the machine running this MCP server. Prefer this over download_file when the target is a local file.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pathYesSource path in the Colab runtime, for example /content/model.pt.
localPathYesDestination path on the local machine running the MCP server.
overwriteNo
makeParentsNo
Behavior2/5

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

No annotations are provided, so the description should fully disclose behavior. However, it only states the basic operation and does not mention side effects, overwrite behavior, parent directory creation, or any constraints, leaving significant gaps.

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 two sentences, front-loading the purpose and providing a usage tip. No wasted words, well-structured.

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

Completeness2/5

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

Given the moderate complexity (4 parameters, no output schema, many siblings), the description is incomplete. It omits important context about parameter behaviors, synchronization, path formatting, and precise differentiation from 'download_file' beyond destination.

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

Parameters2/5

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

Schema description coverage is 50% (path and localPath have descriptions). The tool description adds no additional meaning beyond what the schema provides, and it does not elaborate on the undocumented parameters (overwrite, makeParents).

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 the verb 'Downloads' and the resource 'file from the Colab runtime to a local path'. It differentiates from sibling 'download_file' by specifying the destination.

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

Usage Guidelines5/5

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

Explicitly says 'Prefer this over download_file when the target is a local file', providing clear when-to-use guidance and comparison to an alternative tool.

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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