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mlflow-mcp-server

get-model-version-by-alias

Read-only

Retrieve the model version associated with a given alias for a registered model.

Instructions

Get the model version pointed to by an alias

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYes
aliasYes
Behavior3/5

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

Annotations already provide readOnlyHint=true and openWorldHint=true, so the description does not need to restate safety. The description adds no additional behavioral context, but does not contradict annotations.

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 a single short sentence with no redundancy. However, it is too minimal to be informative, so while concise, it sacrifices clarity.

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 low complexity (2 params, no output schema), the description is incomplete. It does not clarify parameter meanings, return value, or how this tool differs from siblings like 'get-model-version'.

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

Parameters2/5

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

With 0% schema description coverage, the description should explain the parameters. It does not: 'name' and 'alias' are left undefined. The phrase 'pointed to by an alias' implies alias is a label, but no explicit semantics.

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 verb 'Get' and the resource 'model version pointed to by an alias'. It specifies the unique functionality of retrieving a version via alias, but does not explicitly distinguish it from similar sibling tools like 'get-model-version' or 'search-model-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 is provided on when to use this tool versus alternatives. There is no mention of prerequisites, context, or when-not-to-use.

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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