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mlflow-mcp-server

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get-model-version-download-uri

Obtain the download URI for a specific version of a registered model.

Instructions

Get the artifact download URI for a model version

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYes
versionYes
Behavior2/5

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

No annotations are present, and the description does not disclose behavioral traits such as side effects, authentication requirements, or error behavior. It implies a read operation but fails to explicitly state or elaborate.

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 with no wasted words, achieving high conciseness. However, it may be too brief given the lack of supporting details, but structure is acceptable.

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 the simplicity of the tool (2 required string parameters, no output schema, no annotations), the description should at least clarify the return format, URI properties, or potential errors. It fails to do so, leaving significant gaps for an agent.

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 description coverage is 0%, so the description must compensate for parameter meaning. However, it only reiterates parameter names ('name', 'version') without adding any format, constraints, or examples, leaving ambiguity about expected values.

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 ('Get') and the specific resource ('artifact download URI for a model version'). It differentiates from sibling tools like 'get-model-version' which retrieves metadata, and 'get-latest-model-versions' which lists 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, limitations, or when not to use it. The sibling tool 'get-model-version' may also contain download information, creating ambiguity.

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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