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Glama

Server Details

Live flight prices and working booking links for AI agents and travel apps.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

Glama MCP Gateway

Connect through Glama MCP Gateway for full control over tool access and complete visibility into every call.

MCP client
Glama
MCP server

Full call logging

Every tool call is logged with complete inputs and outputs, so you can debug issues and audit what your agents are doing.

Tool access control

Enable or disable individual tools per connector, so you decide what your agents can and cannot do.

Managed credentials

Glama handles OAuth flows, token storage, and automatic rotation, so credentials never expire on your clients.

Usage analytics

See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.

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Tool DescriptionsA

Average 4.2/5 across 2 of 2 tools scored.

Server CoherenceA
Disambiguation5/5

The two tools have clearly distinct purposes: one for airport lookup and one for flight search, with no functional overlap.

Naming Consistency5/5

Both tools use a consistent 'search_' prefix followed by a noun (airports, flights), creating a clear and predictable pattern.

Tool Count4/5

Two tools is minimal but justifiable for a focused flights search server; it covers the essential airport lookup and flight search without excess.

Completeness4/5

The toolset covers the core workflow of finding airports and searching flights with booking links, but lacks auxiliary features like flight status or multi-city search.

Available Tools

2 tools
search_airportsA
Read-only
Inspect

Find airport IATA codes by city, airport name, metro area, or code.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum number of airport results to return.
queryYesSearch query for airport names, city names, or airport codes.

Output Schema

ParametersJSON Schema
NameRequiredDescription
resultYesList of airports matching the query.
Behavior3/5

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

Annotations already declare readOnlyHint=true, indicating the tool is read-only. The description does not add behavioral context beyond that, but since annotations cover this, the description is adequate. No contradictions.

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 a single sentence that is concise and front-loaded, containing no unnecessary words.

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

Completeness5/5

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

With an output schema present and a simple search tool, the description adequately covers the search scope. No need to explain return values.

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?

Schema coverage is 100% with descriptions for both parameters. The description adds value by enumerating search types (city, airport name, metro area, code), which clarifies the query parameter's usage beyond the schema.

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 verb 'Find' and the resource 'airport IATA codes', specifying search dimensions (city, airport name, metro area, or code). It distinguishes from the sibling 'search_flights' by focusing on airports.

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 implies usage for finding airports, and the sibling tool 'search_flights' provides contrast. However, it lacks explicit when-to-use or when-not-to-use guidance, such as prerequisites or alternatives.

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

search_flightsA
Read-only
Inspect

Search one-way or round-trip flight prices between two IATA airport codes. Returns only itineraries with a preferred booking link and includes a top-level booking_url for each itinerary.

ParametersJSON Schema
NameRequiredDescriptionDefault
adultsNoNumber of adult passengers traveling.
marketNo2-letter market or country code affecting pricing and results.US
originYesOrigin airport code for flight search.
childrenNoNumber of child passengers traveling.
max_priceNoMaximum price in the selected market currency for flight results.
max_stopsNoMaximum number of stops allowed in the flight itinerary.
cabin_classNoPreferred cabin class: economy, premium_economy, business, or first.economy
destinationYesDestination airport code for flight search.
max_resultsNoMaximum number of flight results to return.
return_dateNoOptional return date in YYYY-MM-DD format for round-trip flights.
departure_dateYesDeparture date in YYYY-MM-DD format.
infants_on_lapNoNumber of infants traveling on an adult's lap.
infants_in_seatNoNumber of infants traveling with their own seat.
airlines_excludeNoAirline codes to specifically exclude from search results.
airlines_includeNoAirline codes to specifically include in search results.
allow_self_transferNoWhether to include self-transfer flight options (true or false).

Output Schema

ParametersJSON Schema
NameRequiredDescription
originYesOrigin airport details for flight search.
destinationYesDestination airport details for flight search.
itinerariesYesList of flight itineraries.
return_dateNoScheduled return date for round-trip flights (YYYY-MM-DD).
departure_dateYesScheduled departure date (YYYY-MM-DD).
Behavior4/5

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

Annotations provide readOnlyHint=true, and the description adds useful behavioral context: it returns only itineraries with a preferred booking link and includes a top-level booking_url. This goes beyond the annotation to clarify filtering behavior.

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?

Two sentences, front-loaded with purpose, no wasted words. Every sentence provides essential 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 (16 parameters, output schema exists), the description covers the core behavior. However, it lacks details on result ranking, pagination, or the scope of search (e.g., global? specific airlines?). Still adequate for a search tool.

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 the description adds no additional parameter meaning beyond what the schema already provides. Baseline of 3 is appropriate.

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 searches flight prices between two IATA airport codes for one-way or round-trip, and specifies that results include preferred booking links. This verb-resource combination is distinct from the sibling tool search_airports.

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

Usage Guidelines3/5

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

The description implies usage for flight price comparison but does not explicitly state when to use vs. search_airports or provide conditions like not-to-use. No when/when-not guidance beyond the basic purpose.

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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