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us-all

mlflow-mcp-server

by us-all

get-assessment

Retrieve a specific assessment by providing its trace ID and assessment ID to obtain detailed evaluation results for a trace.

Instructions

Get an assessment by trace ID and assessment ID

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
traceIdYes
assessmentIdYes
Behavior2/5

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

No annotations provided. The description does not disclose behavioral traits such as idempotency, error handling, or whether it requires special permissions. It is minimal.

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?

A single, concise sentence that states the tool's purpose without any extra words. Front-loaded and efficient.

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 zero annotations, the description lacks critical context such as return values, error scenarios, or behavioral guarantees. It is incomplete for a retrieval tool.

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?

With 0% schema description coverage, the description adds some meaning by indicating that traceId and assessmentId are identifiers for fetching an assessment. However, it does not explain their format, constraints, or role beyond identification.

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 verb 'Get' and the resource 'assessment', and specifies the key identifiers (trace ID and assessment ID). It distinguishes from siblings like delete-assessment and update-assessment.

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 on when to use this tool versus alternatives, when not to use it, or any prerequisites. The description is purely operational.

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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