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Server Details

Real-time last-minute tour and activity booking across 17 suppliers in 15 countries.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
johnanleitner1-Coder/lastminutedeals-api
GitHub Stars
0

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Tool DescriptionsA

Average 4.3/5 across 4 of 4 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool has a clearly distinct purpose: book_slot handles booking creation, get_booking_status checks status, get_supplier_info provides supplier metadata, and search_slots finds available inventory. There is no overlap in functionality—an agent can easily select the right tool for each task without confusion.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern (book_slot, get_booking_status, get_supplier_info, search_slots) using snake_case throughout. The naming is predictable and readable, with no deviations in style or convention.

Tool Count5/5

With 4 tools, this server is well-scoped for its last-minute booking domain. Each tool earns its place by covering core workflows: discovery (search_slots, get_supplier_info), booking (book_slot), and management (get_booking_status). The count is neither too thin nor bloated.

Completeness4/5

The tool set covers the essential booking lifecycle: search, supplier info, booking, and status check. A minor gap exists in lacking explicit cancellation or update tools, but agents can infer that bookings are managed via the supplier network, and the autonomous mode in book_slot allows for immediate actions. Core workflows are well-supported.

Available Tools

4 tools
book_slotAInspect

Book a last-minute slot for a customer. Two modes: (1) APPROVAL MODE (default): creates a Stripe Checkout Session and returns a checkout_url — you MUST share this URL with the customer immediately so they can complete payment. Booking is confirmed with the supplier after payment. (2) AUTONOMOUS MODE: if you supply a wallet_id (pre-funded agent wallet) and execution_mode='autonomous', the booking completes immediately and returns a confirmation_number directly — no checkout step, no human action required. Use autonomous mode when your application manages payment on behalf of the customer. Bookings are real and go directly to the supplier.

ParametersJSON Schema
NameRequiredDescriptionDefault
slot_idYesSlot ID from search_slots results. Required.
quantityNoNumber of people to book. Default: 1. Price is per person × quantity.
wallet_idNoPre-funded agent wallet ID (format: wlt_...). Provide this to enable autonomous mode.
customer_nameYesFull name of the person attending the experience.
customer_emailYesEmail address where booking confirmation will be sent.
customer_phoneYesPhone number including country code (e.g. +15550001234).
execution_modeNoSet to 'autonomous' when providing a wallet_id. Omit for standard approval (checkout URL) flow.
Behavior4/5

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

Annotations indicate this is a non-read-only, non-destructive tool, but the description adds valuable behavioral context beyond that. It explains that APPROVAL MODE creates a Stripe Checkout Session requiring immediate URL sharing, while AUTONOMOUS MODE completes bookings immediately with a confirmation number. It also notes bookings are 'real and go directly to the supplier,' clarifying the operational impact.

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 well-structured and front-loaded with the core purpose. Each sentence adds essential information: the two modes, their workflows, and when to use autonomous mode. There is no wasted text, and the information is presented in a logical, easy-to-follow manner.

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 (two distinct modes, real-world booking impact) and lack of output schema, the description does a strong job of explaining the different outcomes (checkout_url vs. confirmation_number) and workflows. It could slightly improve by explicitly mentioning error cases or prerequisites, but it covers the key operational context well.

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 parameters thoroughly. The description adds some semantic context by explaining how wallet_id and execution_mode interact to enable autonomous mode, but it doesn't provide significant additional parameter details beyond what the schema offers.

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: 'Book a last-minute slot for a customer.' It specifies two distinct modes (APPROVAL and AUTONOMOUS) and differentiates from sibling tools like search_slots (which finds slots) and get_booking_status (which checks status). The verb 'book' is specific and actionable.

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 on when to use each mode: APPROVAL MODE (default) for standard bookings requiring customer payment, and AUTONOMOUS MODE when 'your application manages payment on behalf of the customer.' It also distinguishes from siblings by focusing on booking rather than searching or checking status.

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

get_booking_statusA
Read-onlyIdempotent
Inspect

Check the status of a booking by booking_id. Returns status (pending, confirmed, failed, or cancelled), confirmation number, service details, and price charged.

ParametersJSON Schema
NameRequiredDescriptionDefault
booking_idYesThe booking_id string returned by book_slot (format: bk_...).
Behavior3/5

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

Annotations already provide readOnlyHint=true, destructiveHint=false, idempotentHint=true, and openWorldHint=false, covering safety and idempotency. The description adds value by specifying the return data (status, confirmation number, service details, price charged), which isn't in annotations, but doesn't disclose additional behavioral traits like error conditions, rate limits, or authentication needs.

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 front-loaded with the core purpose in the first sentence, followed by a concise list of return values. Every sentence adds necessary information without redundancy, making it efficient and well-structured for quick understanding.

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 low complexity (1 parameter, no output schema) and rich annotations covering key behavioral aspects, the description is mostly complete. It specifies the return data, which compensates for the lack of output schema, but could improve by mentioning error cases or when the tool might fail.

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%, with the booking_id parameter fully documented in the schema. The description adds minimal semantics by reinforcing the parameter's purpose ('by booking_id') and implying it's from book_slot, but doesn't provide extra details beyond what the schema already states, meeting the baseline for high 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 specific action ('Check the status'), target resource ('a booking'), and key identifier ('by booking_id'). It distinguishes from siblings like book_slot (creation), get_supplier_info (supplier data), and search_slots (availability search) by focusing on status retrieval for existing bookings.

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 implicitly indicates usage when needing booking status details, with the required booking_id parameter suggesting it's for existing bookings. However, it lacks explicit guidance on when to use this versus alternatives (e.g., if status is already known from other operations) or any prerequisites beyond having a booking_id.

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

get_supplier_infoA
Read-onlyIdempotent
Inspect

Returns information about the supplier network: available destinations, experience categories, booking platforms, and protocol details. Call this before search_slots to understand what regions and activity types are available.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Behavior4/5

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

The annotations already provide comprehensive behavioral hints (readOnlyHint: true, destructiveHint: false, idempotentHint: true, openWorldHint: false). The description adds valuable context about what information is returned (destinations, experience categories, booking platforms, protocol details) and the tool's strategic purpose in the workflow, which goes beyond what annotations can convey. No contradiction with annotations exists.

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 perfectly concise with two sentences that each serve a distinct purpose: the first explains what the tool returns, and the second provides crucial usage guidance. There is zero wasted language, and the information is front-loaded effectively.

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 (no parameters, comprehensive annotations, no output schema), the description provides excellent context about what information is returned and when to use it. The only minor gap is the lack of output format details, but the description compensates well by explaining the content categories that will be returned.

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?

With 0 parameters and 100% schema description coverage, the baseline would be 4. The description appropriately doesn't discuss parameters since none exist, but it does provide context about what information the tool returns, which helps the agent understand the output semantics despite the lack of an output 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 tool's purpose with specific verbs ('Returns information about the supplier network') and resources ('available destinations, experience categories, booking platforms, and protocol details'). It distinguishes from sibling tools by explaining this is for understanding available regions and activity types before using search_slots.

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 on when to use this tool ('Call this before search_slots to understand what regions and activity types are available'), creating a clear workflow relationship with a named alternative tool. This gives the agent clear context about the tool's role in the sequence of operations.

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

search_slotsA
Read-onlyIdempotent
Inspect

Search for last-minute available tours and activities. Returns real inventory from 17 Bokun suppliers (All Washington View, Arctic Adventures, Bicycle Roma, Boka Bliss, EgyExcursions, Hillborn Experiences, Íshestar Riding Tours, Marvel Egypt Tours, O Turista Tours, Pure Morocco Experience, REDRIB Experience, Ramen Factory Kyoto, TourTransfer Bucharest, Tours El Chiquiz, Trivanzo Holidays, TUTU VIEW Ltd, Vakare Travel Service) via the OCTO open booking protocol. Use city/category/hours_ahead/max_price to filter. Slots are sorted by urgency (soonest first). Call get_supplier_info first to see all available destinations.

ParametersJSON Schema
NameRequiredDescriptionDefault
cityNoCity or country filter, partial match (e.g. 'Rome', 'Iceland'). Leave empty for all locations.
categoryNoCategory filter (e.g. 'experiences'). Leave empty for all.
max_priceNoMaximum price in USD. Omit or set to 0 for all prices.
hours_aheadNoReturn slots starting within this many hours. Default: 168 (1 week).
Behavior4/5

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

Annotations already cover key behavioral traits (read-only, open-world, idempotent, non-destructive), but the description adds valuable context beyond this: it discloses the specific supplier sources (17 named providers), the sorting method ('sorted by urgency (soonest first)'), and the real-time nature ('real inventory'). No contradiction with annotations exists.

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 appropriately sized and front-loaded, starting with the core purpose. However, the lengthy list of 17 supplier names could be trimmed for brevity without losing essential context (e.g., summarizing as '17 Bokun suppliers'). The sentences are otherwise efficient and purposeful.

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 moderate complexity (search with filtering), rich annotations, and full schema coverage, the description is largely complete. It adds supplier details and sorting behavior not in structured fields. The absence of an output schema is a minor gap, but the description hints at return content ('Returns real inventory'), making it adequate for the context.

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?

With 100% schema description coverage, the input schema fully documents all four parameters (city, category, max_price, hours_ahead). The description adds minimal value by listing the parameters in a different phrasing ('Use city/category/hours_ahead/max_price to filter'), but doesn't provide additional semantic context beyond what's in the schema, meeting the baseline for high 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 with specific verbs ('Search for last-minute available tours and activities') and resources ('real inventory from 17 Bokun suppliers'), distinguishing it from siblings like 'book_slot' (booking) and 'get_supplier_info' (supplier metadata). It explicitly mentions the OCTO open booking protocol, adding technical specificity.

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 on when to use this tool vs. alternatives: it instructs to 'Call get_supplier_info first to see all available destinations' for broader context, clearly differentiating from sibling tools. It also implies usage for last-minute availability searches, though it doesn't explicitly state when not to use it.

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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