Skip to main content
Glama

Crawlora MCP

booking_flights_autocomplete

Read-only

Booking.com flight-search location suggestions (airports/cities) for a query string.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
typeNoLocation role: to or from. Defaults to to.
queryYesCity or airport name/code to search.
originNoOptional origin location code, biases results by proximity.
origin_typeNoOrigin location type, e.g. AIRPORT or CITY.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The description adds only the result category (airports/cities) and that matching is against a query string; it does not disclose matching behavior (fuzzy prefix vs exact), rate limits, or whether multiple result types are mixed.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single sentence with the provider, resource, and input front-loaded and zero filler. Nothing to trim and nothing repeated from the schema.

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

Completeness3/5

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

An output schema exists, so return values need not be described, and the schema fully documents parameters. However, for a lookup tool whose entire purpose is to produce inputs for booking_flights_search, the missing note about chaining and about how the to/from typing affects results leaves a small but real gap.

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

Parameters3/5

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

Schema description coverage is 100%, so all four parameters (type, query, origin, origin_type) are already documented in the schema, including the to/from default and the proximity bias. The description adds no syntax or semantic detail beyond restating the query-string input, so the baseline 3 applies.

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 concrete resource (Booking.com flight-search location suggestions) and the shape of the output (airports/cities) for a query string, which distinguishes it from generic autocompletes like apple_maps_autocomplete or hotels_autocomplete. It stops short of explicitly contrasting with the closest siblings (expedia_locations_search, agoda_flights_search_locations), so an agent must infer the difference from the provider prefix.

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

Usage Guidelines2/5

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

The description never says when to call this instead of a sibling, nor that its output is meant to feed booking_flights_search's origin/destination parameters. No prerequisites, no exclusions, no alternative named — usage must be inferred entirely from the name.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources