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colab-drive-mcp

colab-drive-mcp

by YummyTastyCode
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

pull_drive_notebook

Synchronize a Google Drive notebook file to a local directory without executing it, enabling safe inspection and editing.

Instructions

Synchronize a Drive notebook file into COLAB_MCP_ROOT without executing it.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "file_id": "<file_id>",
      "local_path": "<local_path>"
    },
    "name": "pull_drive_notebook"
  }
}

Input Schema

NameRequiredDescriptionDefault
file_idYes
local_pathYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.3

TDQS

C2.4/5.0
Behavior2/5

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

With no annotations provided, the description carries full burden. It only discloses 'without executing it', but omits critical behaviors like overwrite semantics, directory creation, error handling for missing file_id, or any required authorization. This is insufficient for safe and correct invocation.

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

Conciseness3/5

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

The description is very short and front-loaded, but it sacrifices necessary detail. While concise, it is under-specified, making it less helpful than a slightly longer description with key parameter and behavioral information.

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 tool's complexity (2 required parameters, no output schema, no annotations), the description is insufficient. It fails to explain inputs, behavior on failure, or integration with sibling tools like authorize_google_drive. An agent would struggle to use this tool correctly without additional context.

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

Parameters1/5

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

The input schema has 0% description coverage, and the tool description provides no explanation for the parameters file_id or local_path. The agent is left to infer their meaning (e.g., file_id is a Google Drive ID, local_path is relative to COLAB_MCP_ROOT) with no confirmation, increasing risk of misuse.

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?

The description clearly states the action ('synchronize a Drive notebook file into COLAB_MCP_ROOT') and adds a key behavioral trait ('without executing it'), which helps distinguish it from siblings like copy_drive_notebook. However, it could explicitly mention that this is a one-way pull from Drive to local.

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 explicit guidance on when to use this tool versus alternatives (e.g., copy_drive_notebook, push_local_notebook). The description does not mention prerequisites, such as prior Google Drive authorization, or scenarios where this tool is preferred.

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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