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View member growth reporting in Gymdesk

gymdesk_view_member_growth_reporting
Read-onlyIdempotent

View member growth reporting in the user's own Gymdesk account from ChatGPT, Claude or any AI agent. Returns how to do it in Gymdesk step by step (screens, buttons, fields) and opens nothing by itself; then do it with the cotlet_browser_* tools in the user's Gymdesk Cloud Browser. Gymdesk's official API: No publicly documented Gymdesk API was found on 11 Nov 2026: gymdesk.com/api, gymdesk.com/developers and docs.gymdesk.com/api returned 404 and the help center has no Gymdesk API article.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "gymdesk_view_member_growth_reporting"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, idempotentHint=true and openWorldHint=false, so the safety profile is fully covered structurally. The description usefully adds that the tool opens nothing and only returns screens/buttons/fields guidance. It stops short of describing the shape or granularity of the returned instructions (one step list vs. per-screen).

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?

Core behavior is front-loaded, but 'from ChatGPT, Claude or any AI agent' is filler and the closing API paragraph is long, dating and URL-specific prose whose only useful payload is 'there is no public Gymdesk API, so use the browser tools'. That could be one short clause.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a zero-parameter, no-output-schema guidance tool, the description tells the agent what comes back (step-by-step screens, buttons, fields) and what to do next. It leaves open which growth metrics/dimensions are covered, but that is a minor gap for a navigation-instruction tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema has zero parameters, and the description correctly implies no inputs are needed — the report is implied by the tool itself. Nothing is missing or misleading on the parameter side.

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?

Names a specific verb (view) and resource (member growth reporting) scoped to the user's Gymdesk account, and explicitly discloses that it returns step-by-step instructions rather than opening anything. This distinguishes it from data-returning siblings like view_and_export_attendance_reports. The lingering friction is that 'View ... reporting' reads like a data fetch while the body says it only returns guidance.

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

Usage Guidelines4/5

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

States the follow-on step plainly: use the instructions, then act via the cotlet_browser_* tools in the Gymdesk Cloud Browser. That gives an agent a clear call sequence. It does not say when to skip this tool (e.g., if the user only wants a verbal description of the report) or name an alternative for data retrieval.

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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