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Glama

Server Details

Booking.com, Airbnb, TripAdvisor unified — for AI travel concierges and trip planners.

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.

100% free. Your data is private.
Tool DescriptionsA

Average 4/5 across 3 of 3 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool targets a distinct platform (Airbnb, Booking.com, TripAdvisor) and domain (lodging, hotels, general travel services), so there is no ambiguity.

Naming Consistency5/5

All tools follow the consistent verb_noun pattern with 'search_' prefix, making it predictable for an agent.

Tool Count4/5

3 tools is slightly on the lower side but still reasonable for a focused search server. Each tool serves a clear purpose without overcomplication.

Completeness2/5

The server is limited to search queries only, lacking any booking, detail retrieval, or itinerary management tools. For a travel server, this is a significant gap.

Available Tools

3 tools
search_airbnbA
Read-only
Inspect

Search Airbnb listings by location. Returns prices, ratings, amenities, and host info.

Args: location: City or area (e.g. 'Paris, France') checkin: Check-in date YYYY-MM-DD (optional) checkout: Check-out date YYYY-MM-DD (optional) max_results: Max listings to return (default 20)

ParametersJSON Schema
NameRequiredDescriptionDefault
checkinNo
checkoutNo
locationYes
max_resultsNo
Behavior3/5

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

Annotations already indicate readOnlyHint and openWorldHint. Description adds that checkin/checkout are optional and max_results defaults to 20, but does not disclose rate limits, pagination, or data freshness beyond the annotations.

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 plus an Args list. Every sentence adds value. No redundant or unnecessary text.

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?

Covers all parameters and return fields well. However, lacks details on pagination, error scenarios, or max_results limits. With no output schema, description could be more explicit about the structure of returned data.

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

Parameters5/5

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

With 0% schema description coverage, the description compensates fully by explaining each parameter: location (City or area e.g. 'Paris, France'), checkin/checkout (optional, YYYY-MM-DD format), max_results (default 20).

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?

Description clearly states 'Search Airbnb listings by location' and lists return fields (prices, ratings, amenities, host info). Distinct from sibling tools (search_hotels, search_tripadvisor) which target different platforms.

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?

No explicit guidance on when to use this tool versus siblings or alternatives. No mention of prerequisites or exclusions.

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

search_hotelsA
Read-only
Inspect

Search Booking.com for hotels. Returns prices, ratings, and amenities.

Args: destination: City or area (e.g. 'Tokyo, Japan') max_results: Max results (default 20)

ParametersJSON Schema
NameRequiredDescriptionDefault
destinationYes
max_resultsNo
Behavior3/5

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

Describes return values (prices, ratings, amenities), which adds some context beyond readOnlyHint annotation, but lacks details on data freshness, pagination, or rate limits.

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 concise sentences with front-loaded purpose and clear arg format. No wasted words.

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?

Covers key aspects for a simple search tool: source, return fields, param details. Minor omission of pagination or error behavior, but sufficient for the complexity level.

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

Parameters5/5

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

Fully explains both parameters with examples (destination like 'Tokyo, Japan') and default (max_results=20), adding value beyond the bare schema with 0% 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?

Explicitly states 'Search Booking.com for hotels' with specific resource and verb. Distinct from sibling tools search_airbnb and search_tripadvisor by naming the platform.

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?

Implied usage for Booking.com hotel searches based on the description, but no explicit when-to-use or when-not-to-use guidance compared to alternatives.

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

search_tripadvisorA
Read-only
Inspect

Search TripAdvisor for restaurants, attractions, or hotels with reviews.

Args: query: Search query (e.g. 'best restaurants in Rome') max_results: Max results (default 20)

ParametersJSON Schema
NameRequiredDescriptionDefault
queryYes
max_resultsNo
Behavior3/5

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

Annotations already declare readOnlyHint and openWorldHint. The description adds 'with reviews' which is useful context but does not go significantly beyond annotations. No contradiction.

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?

Front-loaded purpose, two clear parameter descriptions, no superfluous text. Every sentence serves a purpose.

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 simple read-only search tool with two parameters and no output schema, the description provides adequate context: purpose, query example, max results default. Lacks nothing critical.

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 0%, so the description compensates well. It explains the 'query' parameter with an example and notes the default for 'max_results'. This adds meaning beyond the raw 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 'Search' and the resource 'TripAdvisor', enumerating specific types (restaurants, attractions, hotels). It effectively distinguishes from siblings search_airbnb and search_hotels.

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?

No explicit guidance on when to use this tool versus alternatives. The context from sibling names provides some implicit differentiation, but the description lacks direct 'when to use' or 'when not to use' statements.

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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