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colab_upload_dir

Upload an entire local working-directory folder to a Colab VM as a single zip, extract it to a target remote directory, and skip .git, caches, symlinks, and likely secret files.

Instructions

Upload a whole local folder (inside the working directory) to the VM as one zip, extracted at remote_dir. Skips .git, caches, symlinks and likely secret files (.env, *.key, *.pem...).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sessionNo
local_dirYes
remote_dirYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A3.8/5.0
Behavior4/5

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

With no annotations, the description carries the burden and does useful work: it discloses that the folder is zipped, extracted at remote_dir, and that .git, caches, symlinks and secret files are skipped. It omits overwrite behavior, size limits, and error semantics, but the skip list is substantive behavioral disclosure.

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?

Two tight sentences with no filler, and the core action is front-loaded ahead of the skip-list detail. Every clause earns its place.

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

Completeness4/5

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

An output schema exists, so return values need not be described. For a mutation tool with no annotations, the description covers packaging and skip behavior adequately; only overwrite/collision semantics are missing.

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?

Schema description coverage is 0%, so the description must compensate. It clarifies local_dir ('whole local folder ... inside the working directory') and remote_dir ('extracted at remote_dir'), but the session parameter is never addressed, leaving one of three parameters undocumented in both schema and description.

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

Purpose4/5

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

States a specific verb and resource ('Upload a whole local folder ... to the VM as one zip'), and the 'whole folder' phrasing implicitly separates it from the single-file colab_upload sibling. It does not name that sibling, so differentiation is inferred rather than explicit.

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

Usage Guidelines3/5

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

The parenthetical '(inside the working directory)' gives a precondition for use, but there is no explicit when-to-use/when-not guidance and no reference to colab_upload for single files or colab_download_dir as the reverse operation. Usage is implied rather than stated.

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