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mlflow-mcp-server

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update-model-version

Update the description of a registered model version to provide context or document changes.

Instructions

Update a model version's description

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYes
versionYes
descriptionNo
Behavior2/5

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

With no annotations, the description carries the full burden of behavioral disclosure. It only states 'Update' implying a mutation, but doesn't mention idempotency, side effects, or error conditions. The agent gets minimal insight into behavior.

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 sentence of 5 words, which is appropriately concise for a simple update operation. It could be slightly more informative without losing 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?

Given no output schema and no annotations, the description lacks important context: no return value description, no prerequisite that the model version exists, no mention that 'description' parameter is optional, and no differentiation from other update tools.

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?

Schema coverage is 0%, so the description must explain parameters. It only addresses the 'description' parameter implicitly by stating it updates the description, but fails to clarify that 'name' and 'version' identify the model version. The optional nature of the 'description' parameter is not mentioned.

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 states 'Update a model version's description', clearly specifying the verb and resource. It is specific about the field being updated, but does not differentiate from sibling tools like 'update-registered-model' or 'transition-model-version-stage'.

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 given on when to use this tool versus alternatives such as 'create-model-version' or 'delete-model-version'. There is no context on prerequisites or typical use cases.

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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