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dgallitelli

SageMaker AI MCP Server

by dgallitelli

delete_endpoint_config_sagemaker

Delete a SageMaker endpoint configuration by name to remove unused resources and avoid unnecessary costs.

Instructions

Delete a SageMaker Endpoint Configuration

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
endpoint_config_nameYesThe name of the SageMaker Endpoint Configuration to delete

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 delete action, without acknowledging potential side effects (e.g., impact on existing endpoints), irreversibility, or required permissions.

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, front-loaded sentence that directly states the operation. No wasted words or redundant information.

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 one-parameter delete tool, the description covers the core purpose but lacks context about consequences or when to use it. Given the existence of an output schema, return values need not be described, but the absence of any safety/usage context keeps this at a 3.

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 single parameter `endpoint_config_name` is fully described in the schema, and the description adds no additional semantics beyond the API action. Since schema coverage is 100%, the baseline of 3 is 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 clearly states the action (delete) and the resource (SageMaker Endpoint Configuration), distinguishing it from sibling delete tools like delete_endpoint_sagemaker and delete_model_sagemaker. The verb+resource structure is unambiguous and specific.

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. The description does not mention prerequisites, exclusions, or situations where deleting an endpoint configuration might be inappropriate.

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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