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dgallitelli

SageMaker AI MCP Server

by dgallitelli

create_presigned_url_for_domain_sagemaker

Generate a temporary presigned URL to access a SageMaker Domain for a specific user profile, enabling direct entry to the domain's applications and resources.

Instructions

Create a presigned URL for a SageMaker Domain

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
domain_idYesThe ID of the SageMaker Domain
user_profile_nameYesThe name of the user profile
expiration_secondsNoThe expiration time for the presigned URL in seconds

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It only states the action without noting side effects, permissions, or that the operation is safe/read-only. There is no mention of expiration behavior or the return format beyond what the schema implies.

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

Conciseness4/5

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

The description is a single concise sentence with no redundant wording, earning its place. However, it is almost terse; while there is no waste, a bit more context would improve usefulness without harming conciseness.

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?

Despite having an output schema, the description lacks essential context: when to use this tool, what prerequisites exist, and any behavioral nuances. This is particularly problematic given the absence of annotations. The agent must infer usage solely from the name and schema, which is insufficient for complex decision-making.

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 100%, so the input schema already fully documents all three parameters. The description adds no extra meaning beyond what the parameter descriptions provide, making the baseline of 3 appropriate.

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 uses the specific verb 'Create' and the target resource 'presigned URL for a SageMaker Domain', making the tool's purpose unambiguous. It clearly distinguishes from sibling tools that create presigned URLs for other resources (e.g., MLflow tracking server or notebook instance).

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 versus alternatives. It does not mention prerequisites, such as the need for an existing domain or user profile, nor does it explain scenarios where this presigned URL would be needed.

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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