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Connect ActiveCampaign in Gymdesk

gymdesk_connect_activecampaign
Read-onlyIdempotent

Connect ActiveCampaign 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_activecampaign"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, openWorldHint=false, idempotentHint=true and destructiveHint=false, and the description is consistent with all of them ('opens nothing by itself'). It adds genuinely useful behavior beyond the annotations: the return is a procedural walkthrough of Gymdesk screens/buttons/fields, and the actual execution must be delegated to browser tools. It does not describe the shape or length of the returned instructions, which keeps it from a 5.

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?

The operational content is front-loaded and efficient in the first two sentences. The closing paragraph about Gymdesk having no public API on 11 Nov 2026 reads as research meta-commentary rather than tool behavior; it loosely motivates the browser-tool approach but consumes roughly a third of the text and is not needed to select or invoke the tool.

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?

With zero parameters, no output schema and safety fully covered by annotations, the description supplies what an agent needs: what the tool returns, that it mutates nothing, and which tools to use afterward. Only the format of the returned steps is left unspecified, which is a minor gap for a guidance-only 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 tool takes zero parameters, so there is nothing for the description to disambiguate and the baseline applies. The description correctly implies no inputs are needed to obtain the walkthrough.

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 names a specific integration target (ActiveCampaign inside the user's Gymdesk account) and explicitly states what the tool actually produces: step-by-step instructions covering screens, buttons and fields. It also makes clear the tool performs no action itself ('opens nothing by itself'), which separates it from a real connect/execute tool. It is slightly muddled by the trailing API-availability paragraph, which dilutes the core statement of purpose.

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?

The description gives a clear usage path: call this to get the procedure, then carry it out with the cotlet_browser_* tools in the user's Gymdesk Cloud Browser. That is actionable guidance an agent can follow. It stops short of explicitly naming when not to use it or how it relates to the other gymdesk_connect_* siblings, so no exclusion criteria are given.

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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