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Glama

Google Flights Search (Real-Time Fares)

Server Details

Real-time Google Flights: one-way and round-trip fares over date ranges, with price verdicts.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
mtnrabi/travel-agent-skills
GitHub Stars
0

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Tool DescriptionsA

Average 4.3/5 across 2 of 2 tools scored.

Server CoherenceA
Disambiguation5/5

The two tools serve clearly distinct purposes: one-way vs. round-trip flights. Each description focuses on its specific use case with no overlap, making it easy for an agent to select the correct tool.

Naming Consistency5/5

Both tools follow the same pattern of 'search_{type}_flights' with 'oneway' and 'roundtrip' as single-word descriptors. The naming is predictable and consistent across the small set.

Tool Count5/5

With exactly two tools covering the fundamental flight search categories, the count is perfectly scoped for a focused real-time fares server. Each tool is feature-rich and handles flexible parameters.

Completeness4/5

The tool set covers the two most common search types—one-way and round-trip—and supports date ranges and multiple destinations. Multi-city or open-jaw searches are absent, but that is a reasonable omission given the server's stated purpose.

Available Tools

2 tools
search_oneway_flightsSearch one-way flightsA
Read-only
Inspect

Search real-time one-way flights on Google Flights. Input: origin and destination IATA codes (destination may be a list) plus either one departure date or a date range. Returns each flight's price, airline, duration, stops, a bookable buy_link, and Google's historical price range (price_insights_low / price_insights_high) so you can say whether a fare is actually a good deal.

Use it for any one-way fare question, including open-ended ones. For a flexible search make ONE call with a date range and/or several destinations -- do NOT call it once per date. 'Cheapest flight to Sri Lanka anywhere in October' is one call, not thirty.

Requires the caller's own RapidAPI key. Each date/destination combination is one billed request; the count and the plan's remaining quota come back in api_usage.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
sort_byNobest
currencyNousd
max_priceNo
max_stopsNo
seat_typeNo
passengersNo
to_airportYes
from_airportYes
max_searchesNo
use_fallbackNo
airline_codesNo
departure_dateNo
arrival_time_maxNo
arrival_time_minNo
departure_date_toNo
departure_time_maxNo
departure_time_minNo
departure_date_fromNo
exclude_airline_codesNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

Behavior5/5

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

The description discloses behavioral traits beyond annotations: it requires a RapidAPI key, notes that each date/destination combination is a billed request, and mentions that the API usage count and quota come back in the response. It also describes the output fields including price_insights, which helps the agent understand the tool's behavior. No contradictions with annotations (readOnlyHint, openWorldHint etc.) are present.

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?

The description is concise at four sentences, each earning its place. It is front-loaded with the purpose, then covers inputs/outputs, usage guidance, and billing. No redundant or extraneous information.

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?

Given the tool's complexity (20 parameters, output schema exists), the description covers the essential use case well. It explains the key inputs, outputs, and usage patterns. The existence of an output schema reduces the need to detail return values. However, a few commonly used parameters like 'limit', 'sort_by', and 'currency' are not mentioned, which could improve completeness.

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?

The description adds meaning for key parameters (origin, destination, departure date, date range) and mentions outputs like price, airline, duration. However, with 20 parameters and 0% schema description coverage, many parameters (e.g., limit, sort_by, currency, max_price, max_stops, seat_type, etc.) are not described. The description covers the core use case but does not fully compensate for the low schema coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose: 'Search real-time one-way flights on Google Flights.' It specifies the verb 'search' and the resource 'one-way flights', distinguishing it from the sibling tool 'search_roundtrip_flights'. The title also reinforces the one-way focus.

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

Usage Guidelines5/5

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

The description provides explicit guidance: 'Use it for any one-way fare question, including open-ended ones.' It instructs on how to make efficient calls: 'For a flexible search make ONE call with a date range and/or several destinations -- do NOT call it once per date.' An example ('Cheapest flight to Sri Lanka anywhere in October' is one call) further clarifies best practices.

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

search_roundtrip_flightsSearch round-trip flightsA
Read-only
Inspect

Search real-time round-trip flights on Google Flights, priced as paired legs rather than two separate one-ways. Input: origin and destination IATA codes (destination may be a list), a departure date or range, and either a return date or a trip length in nights. Returns the total price for both legs, per-leg airline, stops and duration, and a single bookable buy_link for the trip.

Use it for any return-trip fare question. For a flexible search make ONE call: pass departure_date_from / departure_date_to for the outbound range and nights instead of return_date to compare trip lengths -- '5 to 7 nights in Rome sometime in May' is one call.

Requires the caller's own RapidAPI key. Each date/destination combination is one billed request; the count and the plan's remaining quota come back in api_usage.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
nightsNo
sort_byNobest
currencyNousd
max_priceNo
seat_typeNo
passengersNo
to_airportYes
return_dateNo
from_airportYes
max_searchesNo
use_fallbackNo
departure_dateNo
max_return_stopsNo
departure_date_toNo
departure_date_fromNo
max_departure_stopsNo
return_airline_codesNo
departure_airline_codesNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

Behavior4/5

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

Beyond annotations (readOnlyHint=true, openWorldHint=true), the description adds that the tool returns real-time data, pairs legs, and provides total price, per-leg details, a buy_link, and api_usage. It also explains the billing model. No contradiction with annotations. This adds meaningful behavioral context, especially the pricing and output structure.

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 description is efficient with three focused paragraphs: purpose/output, usage guidance, and billing/auth. It is front-loaded with the key verb and resource. No fluff or repetition. Could be slightly more structured but remains clear and concise.

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?

Given the complexity (19 parameters, no schema descriptions, but output schema present), the description covers the core use case well and mentions key return fields. However, it lacks details on many optional parameters, pagination, or sorting behavior. The presence of an output schema partially offsets the need to describe return values, but parameter usage guidance is insufficient for a complete understanding.

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

Parameters2/5

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

With 19 parameters and 0% schema description coverage, the description only explains a few core parameters (origin/destination, departure date/range, return date/nights). It does not cover many others like limit, sort_by, currency, max_price, seat_type, passengers, stops, airline filters, etc. Given the high parameter count and lack of schema descriptions, the description should provide more guidance on these optional parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it searches round-trip flights on Google Flights, distinguishes from one-way by noting 'priced as paired legs rather than two separate one-ways', and contrasts with the sibling tool search_oneway_flights by implication. The verb 'search' and resource 'round-trip flights' are specific, and the description adds context about data source and pricing model.

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 explicitly says 'Use it for any return-trip fare question' and provides guidance on flexible date searches using departure_date_from/to and nights. It also mentions billing implications per date/destination combination and the requirement for a RapidAPI key. However, it does not explicitly state when not to use it (e.g., for one-way trips), but the name and context imply the alternative.

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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