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LearningSuite MCP Server

LearningSuite MCP Server

by fabienbutz
OverviewSchemaSourceRelated ServersDiscussionsAdmin
JavaScript
Remote

learningsuite_get_webhook_sample_data

Get sample data for a webhook event type to preview expected payloads and build integrations. Select an event type to retrieve its example.

Instructions

Get sample data for a webhook event type

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "eventType": "<eventType>"
    },
    "name": "learningsuite_get_webhook_sample_data"
  }
}

Input Schema

NameRequiredDescriptionDefault
eventTypeYesEvent type

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

B3.1/5.0
Behavior2/5

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

With no annotations provided, the description carries the full burden. It only states the purpose and gives no behavioral details such as whether the sample data is static, generated, or dependent on existing subscriptions. It also does not disclose return format or potential errors.

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, concise sentence that is front-loaded with the action and resource. There is no redundant or extraneous information, making it highly efficient.

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 tool with one parameter and no output schema, the description is minimally adequate. However, it lacks any context about what the sample data represents or how it might be used, leaving some ambiguity about the tool's full purpose.

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?

The input schema fully documents the only parameter, eventType, with an enum of valid values and a description. The tool description adds no extra meaning to this parameter, so a baseline score of 3 is appropriate given the high schema coverage.

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's action ('Get sample data') and resource ('webhook event type'). It is specific and understandable, though it does not explicitly distinguish itself from sibling webhook tools like get_webhook_subscription. This aligns with a clear purpose without sibling differentiation.

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 is provided on when to use this tool versus alternatives. There is no mention of use cases like previewing webhook payloads for configuration or testing, nor any exclusions. The description is purely declarative.

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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