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Merge duplicate member or lead profiles in Gymdesk

gymdesk_merge_duplicate_member_or_lead_profiles
Read-onlyIdempotent

Merge duplicate member or lead profiles 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_merge_duplicate_member_or_lead_profiles"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so the safety profile is covered structurally. The description reinforces this with the explicit promise that it 'opens nothing by itself' and scopes execution to the user's own account and Cloud Browser, which is meaningful non-redundant context.

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?

Front-loaded and efficient: what it returns, what it does not do, and how to follow through, in that order. The closing sentence about 404s on gymdesk.com/api and docs.gymdesk.com/api is somewhat verbose research provenance, but it does justify why a browser-driven procedure is required instead of an API call.

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, read-only guidance tool with no output schema, the description says what comes back (ordered steps with screens, buttons, fields) and that nothing is executed. It could say more about output shape or whether steps vary by plan/permissions, but nothing essential for correct invocation is 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 the baseline is 4. The description correctly implies no inputs are needed and explains the account context is derived from the connected Gymdesk session rather than from a supplied argument.

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 first sentence largely restates the name, but the second sentence is decisive: it states the tool returns step-by-step instructions (screens, buttons, fields) and performs no action itself. That distinguishes it from every sibling that actually mutates a profile, since none of the other names describe a guidance-only merge workflow.

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 explicit usage context: use this first to learn the procedure, then execute it with the cotlet_browser_* tools in the user's Gymdesk Cloud Browser. It does not state exclusions or preconditions (e.g., that duplicates must already exist or that it only returns account-specific steps), so it is clear but not complete on when-not-to-use.

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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