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mlflow-mcp-server

get-model-version-download-uri

Read-only

Get the direct download URI for a specified model version, allowing programmatic access to its artifacts.

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?

Annotations already indicate readOnlyHint=true and openWorldHint=true. The description adds no behavioral context beyond the annotation, such as whether the URI expires, requires authentication, or if there are rate limits.

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?

The description is a single sentence that states the core purpose, front-loaded with no extraneous information. Every word earns its place.

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

Completeness3/5

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

The description identifies the returned artifact as a download URI, but without output schema, it does not specify the URI format or behavior. Given the simplicity of the operation, it is minimally adequate but leaves gaps in parameter semantics.

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 must compensate by explaining the 'name' and 'version' parameters. It does not, leaving the agent to infer that name is the model name and version is the version string from the tool name alone.

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 tool retrieves the artifact download URI for a model version, which is distinct from sibling tools like get-model-version that return metadata. However, it does not explicitly differentiate from alternatives.

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?

The description provides no guidance on when to use this tool versus alternatives, nor does it mention any prerequisites or context for invocation. The sibling set includes many similar get-model-* tools, making such guidance important.

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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