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mlflow-mcp-server

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delete-webhook

Delete a webhook by ID to remove unwanted notifications. Keeps your MLflow webhook list clean and relevant.

Instructions

Delete a webhook by ID

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesWebhook ID to delete
Behavior2/5

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

Description states 'delete' but does not disclose side effects (e.g., irreversibility, permission requirements, or behavior if webhook is in use). With no annotations, the description carries full burden but adds little beyond the obvious.

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?

Extremely concise single sentence. However, it could include a brief note on behavior without losing conciseness.

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?

For a simple delete operation with one parameter and no output schema, the description is minimally sufficient. But lack of behavioral context (e.g., success/failure conditions) reduces completeness.

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?

Schema coverage is 100% and the description does not add extra meaning beyond the schema. The parameter is self-explanatory, so baseline 3 is appropriate.

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?

Description clearly states the action (delete) and resource (webhook) with the required identifier (by ID). It distinguishes from siblings like create-webhook or update-webhook.

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., test-webhook, update-webhook). No mention of prerequisites or consequences.

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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