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Get Lupamundo's picks

recommend
Read-onlyIdempotent

Products Lupamundo recommends for a need (language courses and apps, exam prep, travel eSIM, kit items...), each with who it is not for, price, and a partner link. Falls back to the most relevant guides when there is no pick yet.

Input Schema

NameRequiredDescriptionDefault
needYesThe user's goal, e.g. 'prepare IELTS General to emigrate to Canada'
countryNoUser's country, ISO 3166-1 alpha-2 (MX, ES, CO, CL, AR, PE, US...)

Output Schema

NameRequiredDescriptionDefault
noteNo
picksYes
guidesNo
disclosureYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

The annotations already declare read-only, idempotent, non-destructive, and closed-world behavior, so the description does not need to repeat safety semantics. It adds useful context beyond annotations by describing the returned recommendation details, including who each product is not for, price, and partner link, plus the fallback behavior when no recommendation 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 compact and front-loaded: it first defines the product recommendation output and then states the fallback behavior. Every clause adds useful information, with no repetition of structured fields.

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 rich annotations, a full schema with descriptions, and an existing output schema, the description supplies what an agent needs to select the tool: product scope, included recommendation details, and fallback behavior. The main remaining gap is that sibling alternatives for the fallback are implied rather than named, but the core behavioral context is complete.

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%, and the required 'need' parameter is already documented with an example. The description does not add meaningful semantics for the optional 'country' parameter or clarify how country affects recommendations, so it stays at the baseline provided by 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 states a specific verb and resource: it returns recommended products for a user need, with named categories (language courses, exam prep, eSIM, kit items) and per-item fields. It is clearly distinguishable from the guide-oriented siblings because it also explains that guide results are only a fallback when no product pick exists.

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 makes the main usage condition clear: call it when the user has a need and you want Lupamundo's product picks. It also defines the fallback path to guides when no pick exists, though it does not explicitly name get_guide or search_guides as the alternatives to use in that fallback case.

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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