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mlflow-mcp-server

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delete-registered-model

Delete a registered model and all its versions by specifying the model name.

Instructions

Delete a registered model and all its versions

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYesRegistered model name to delete
Behavior3/5

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

No annotations are provided, so the description carries full burden. It correctly indicates destructive behavior (deleting model and versions) but does not disclose additional traits like permission requirements, irreversibility, or cascading effects on dependent resources.

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?

A single concise sentence with no unnecessary words. Every word contributes to the purpose and scope.

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

Completeness5/5

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

For a simple delete tool with one parameter, the description sufficiently covers what is needed. It states what is deleted (model and versions) and the required input (name). No output schema is present, but that is acceptable for a void operation.

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

Parameters4/5

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

With 100% schema description coverage, the baseline is 3. The description adds value by specifying that deletion includes 'all its versions', which is not in the schema's parameter description. This helps an agent understand the full scope of the operation.

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 ('a registered model and all its versions'). It distinguishes this tool from siblings like delete-experiment or delete-logged-model by specifying the scope includes all versions.

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 on when to use this tool vs alternatives (e.g., delete-model-version that deletes a single version). No prerequisites, side effects, or warnings about irreversibility are mentioned.

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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