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mlflow-mcp-server

set-registered-model-alias

Assign an alias like 'champion' to a specific version of a registered model, enabling straightforward reference for deployment or promotion.

Instructions

Set an alias on a registered model version

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYes
aliasYesAlias name (e.g. 'champion')
versionYesModel version to point alias at
Behavior3/5

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

The description correctly indicates mutation, and annotations already convey readOnlyHint=false. No additional behavioral context (e.g., overwriting, idempotency) is added beyond the verb.

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?

One sentence with no superfluous words, front-loading the key action and resource.

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?

The description lacks details about behavioral outcomes (e.g., overwriting existing aliases, error scenarios) and prerequisites, leaving gaps for a mutation tool with no output schema.

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 67%, with 'alias' and 'version' described. The tool description adds no extra meaning for any parameter, leaving 'name' undocumented.

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 a specific verb 'Set' and identifies the resource as 'alias on a registered model version', making the purpose unambiguous.

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 like 'delete-registered-model-alias' or whether overwriting occurs.

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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