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Brek — Direct Booking Finder

Server Details

Find property-manager direct booking pages for the same vacation rentals listed on Airbnb.

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Status
Healthy
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL

TDQS

A4.5/5.0

Scored across 1 tool

Disambiguation5/5

There is only one tool, so there is no risk of selecting the wrong tool or confusing overlapping purposes. Its scope is clearly bounded to direct-booking lookup for Airbnb listings.

Naming Consistency5/5

The single tool name `lookup_direct_booking` follows a clear verb_noun snake_case convention. With only one tool, there is no inconsistency against which to compare.

Tool Count3/5

A single lookup tool is narrowly scoped, but the surface feels thin for a server framed as a direct booking finder. It may be sufficient for one operation, but offers no companion tools for discovery, details, or related workflows.

Completeness4/5

The core lookup operation is present and handles multiple listings, found/not-found results, and pagination. Minor gaps exist around discovery or richer property context, though several of those are explicitly out of scope.

Available Tools

1 tool
lookup_direct_bookingFind vacation rental direct booking linksA
Read-onlyIdempotent
Inspect

Look up mapped property manager or operator booking links for the same vacation rental listed on Airbnb. Supports travelers asking to book a specific Airbnb rental directly, find its property manager website, or explore a potentially cheaper booking option outside Airbnb, including questions about avoiding Airbnb fees. Accepts 1–10 Airbnb room URLs or exact listing IDs as strings. Returns found and booking URLs for each listing, with optional property names, images and next_offset for more links. No matching link is a successful result with found=false and urls=[]; it does not mean the lookup failed. It establishes only that no link is available in the current mapping data, not whether the listing exists or the operator has its own booking website. An exhausted page can have found=true and urls=[]. Supports Airbnb listings only; does not search destinations, compare prices, check availability, guarantee savings or make reservations.

NameRequiredDescriptionDefault
limitNoMaximum URLs per listing in this page.
localeNoUser language, such as en or zh-CN, for the booking link card.
offsetNoURL offset per listing; use next_offset to retrieve more.
listingsYesAirbnb room URLs or exact listing IDs as strings, one to ten. Never convert listing IDs to numbers.

Output Schema

NameRequiredDescription
resultsYes

TDQS

A4.6/5.0
Behavior5/5

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

Annotations already declare readOnly, idempotent, openWorld, and non-destructive behavior, but the description adds crucial result semantics beyond that: 'found=false and urls=[]' is a successful result, an exhausted page can have found=true with empty urls, and no link found does not mean the listing is absent or has no booking site. It also limits scope to Airbnb listings only, giving the agent essential behavioral context.

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 dense but front-loads purpose and use cases before moving to result semantics and scope limits. Most sentences carry real value, though a few phrases (e.g., 'including questions about avoiding Airbnb fees' and repeating the 1–10 string constraint) are slightly redundant with the schema.

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?

Given the tool's lookup-and-pagination complexity, an existing output schema, and rich annotations, the description covers what an agent needs: what the tool returns, how to interpret empty results, how pagination works via next_offset, and what it explicitly does not do. Nothing essential is missing.

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 schema already documents all four parameters including limits, locale format, pagination offsets, and listing ID handling. The description repeats '1–10 Airbnb room URLs or exact listing IDs as strings' but adds no new meaning about limit, locale, or offset beyond what the schema provides, making the baseline 3 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 opens with a specific verb and resource: 'Look up mapped property manager or operator booking links for the same vacation rental listed on Airbnb.' It then enumerates concrete user intents, so an agent knows exactly what this tool does without needing to infer from the name.

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 names multiple triggering scenarios (book directly, find the manager website, explore cheaper options, avoid fees) and explicitly lists out-of-scope requests (does not search destinations, compare prices, check availability, guarantee savings, or make reservations). With no sibling tools, it still defines the boundary of when this tool applies.

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

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • First observedlookup_direct_booking

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