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mlflow-mcp-server

test-webhook

Send a test event to a webhook to verify its configuration. Confirm connectivity and event delivery.

Instructions

Send a test event to a webhook to verify configuration

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesWebhook ID to send a test event to
Behavior3/5

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

Annotations indicate readOnlyHint=false and openWorldHint=true. The description adds context that it sends a test event, consistent with annotations, but lacks details on what the test event contains, error handling, or idempotency.

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 one concise sentence of 10 words, front-loaded with the verb 'Send', and contains no unnecessary information.

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?

Given the simplicity (1 param, annotations present, no output schema), the description is adequate but lacks information about the return value or success indication, which would be helpful for an agent.

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 description coverage is 100% with 'id' described as 'Webhook ID to send a test event to'. The tool description does not add further meaning beyond the schema, so baseline score of 3.

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 'Send', the resource 'test event to a webhook', and the purpose 'to verify configuration'. It is distinct from sibling webhook tools like create, delete, get, list, update.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies the usage scenario (testing after configuration) but does not explicitly state when to use vs alternatives or when not to use. No exclusions or prerequisites 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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