Gymdesk by Cotlet

Connect smoothcomp academy in Gymdesk

gymdesk_connect_smoothcomp_academy

Read-onlyIdempotent

Connect smoothcomp academy 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_connect_smoothcomp_academy"
  }
}

Input Schema

Name	Required	Description	Default
No arguments

Schema Changelog

Changes observed during successful MCP inspections.

First observedNov 12, 2026

TDQS

A4/5.0

Behavior4/5

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

Annotations already declare readOnlyHint, non-destructive and idempotent, and the description reinforces this by stating it opens nothing by itself and only returns guidance. The note that no public Gymdesk API exists adds real context explaining why the tool returns instructions rather than performing the action.

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?

The core behaviour and the handoff to the browser tools are front-loaded in the first two sentences. The final API-availability sentence is longer than necessary but does earn its place by explaining the design rationale.

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, guidance-only tool with no output schema, the description covers what is returned (step-by-step screens/buttons/fields) and how to act on it. Nothing an agent needs to invoke it correctly appears to be missing.

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 tool takes zero parameters, so there is nothing for the description to disambiguate; the baseline for a no-parameter tool applies. The description correctly implies no input is needed from the caller.

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 states a specific outcome: it returns step-by-step instructions (screens, buttons, fields) for connecting SmoothComp Academy in Gymdesk. It also explicitly distinguishes itself from action-performing siblings by saying it 'opens nothing by itself', which resolves the ambiguity in the action-sounding tool name.

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?

It gives clear usage context: call this to get the procedure, then perform it via the cotlet_browser_* tools in the Cloud Browser. It does not name explicit exclusions or when *not* to call it, but the division of labour between this tool and the browser tools is stated plainly.

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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