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Klook MCP Server and API by Cotlet

Book activity in Klook

klook_book_activity
Read-onlyIdempotent

Book activity in the user's own Klook account from ChatGPT, Claude or any AI agent. Returns how to do it in Klook step by step (screens, buttons, fields) and opens nothing by itself; then do it with the cotlet_browser_* tools in the user's Klook Cloud Browser. Klook's official API: Klook has no API for your own traveler account (checked 11 Oct 2026).

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": "klook_book_activity"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4/5.0
Behavior4/5

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

Annotations declare readOnlyHint=true and destructiveHint=false, and the description actively reconciles the misleading 'book' name with those hints by saying it 'opens nothing by itself'. It also explains why browser automation is required (Klook has no API for a traveler's own account). It stops short of stating whether an authenticated Klook Cloud Browser session is a precondition.

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?

Three sentences, front-loaded with the action and immediately corrected to the real behavior. 'from ChatGPT, Claude or any AI agent' and the dated API-check aside add mild promotional noise but also convey useful platform-agnostic and rationale context.

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 tool that returns procedural guidance, the description covers what comes back and the exact handoff to browser tools. The main missing piece is the session/auth prerequisite for the Klook Cloud Browser.

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 and the schema is a closed empty object, so there is nothing for the description to disambiguate. Baseline for a no-parameter tool applies; the description correctly does not invent inputs.

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 second sentence makes the actual function unambiguous: it returns step-by-step Klook instructions (screens, buttons, fields) rather than performing a booking. The leading phrase 'Book activity' plus the title 'Book activity in Klook' is slightly at odds with that read-only role, so the agent must read past the first clause to learn what it really does. It clearly positions itself as the planning step before cotlet_browser_* tools.

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 states the context of use (booking an activity in the user's own Klook account) and explicitly routes the follow-up action to the cotlet_browser_* tools in the user's Klook Cloud Browser. It does not name klook_search_activities as the prerequisite for finding the activity, nor state what happens if no browser session exists.

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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