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mlflow-mcp-server

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delete-trace-tag

Remove a specific tag from a trace using trace ID and key. Clean up trace metadata by deleting unwanted tags.

Instructions

Remove a tag from a trace

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
traceIdYes
keyYesTag key to remove
Behavior2/5

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

No annotations are provided, and the description does not disclose behavioral traits such as whether the operation is idempotent, what happens if the tag does not exist, or any side effects. For a delete operation, this is insufficient.

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 very short (5 words) and front-loaded. It is concise but arguably too minimal, lacking any additional context that could be included without becoming verbose.

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 lack of output schema and annotations, plus many sibling tools, the description should provide more context (e.g., effects, errors). It is incomplete for a tool with no additional structured fields.

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?

The input schema has 50% description coverage: only 'key' has a description. The description does not add meaning for 'traceId'. It fails to compensate for the missing schema documentation.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action (remove) and resource (tag from a trace). However, it does not distinguish from sibling tools like delete-run-tag or delete-model-version-tag, which perform similar operations on different resources.

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 (e.g., set-trace-tag, delete-traces). No prerequisites or conditions for use are mentioned.

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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