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mmiani
by mmiani

Search professionals

muovi_search_professionals
Read-only

Search for verified service professionals in Argentina by service type, city, neighborhood, and rating. Get paginated results with profile URLs for direct contact.

Instructions

Search for verified service professionals in Argentina by service type, city, neighborhood, verification status, minimum rating, and minimum review count. Returns a paginated list of professionals with display name, headline, ratings, verifications, and a profile_url that is the only sanctioned contact channel (no phone/email/whatsapp is ever returned). Use this for discovery; use muovi_get_professional for the full detail payload.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cityNoCity slug (e.g. "caba"). Matches `City.slug` in the catalog.
limitNoMaximum number of results per page (default 20, max 50).
offsetNoZero-based offset into the result set for pagination.
serviceNoService slug (e.g. "electricidad"). Matches `Service.slug` in the catalog.
min_ratingNoMinimum blended average rating, 0-5 inclusive.
min_reviewsNoMinimum blended review count.
neighborhoodNoNeighborhood slug (e.g. "palermo"). Matches `Neighborhood.slug` in the catalog.
has_matriculaNoWhen true, only return pros with a verified professional matrícula on file (electricians, gas fitters, etc.).
verified_identityNoWhen true, only return pros whose identity has been verified by Muovi.
Behavior4/5

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

Annotations already indicate readOnlyHint and openWorldHint. The description adds important behavioral details: returns a paginated list, lists specific fields (display name, headline, ratings, verifications, profile_url), and crucially states that no phone/email/whatsapp is ever returned. This goes beyond annotations, though no mention of rate limits or error handling.

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 three sentences: first sentence defines purpose and filters, second explains return content and a key constraint, third gives usage guidance. It is front-loaded and every sentence adds value with no fluff.

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 9 optional parameters and no output schema, the description adequately covers core information: filters, return fields, pagination, and direction to the detail tool. However, it could hint that slugs come from catalog endpoints (muovi_list_cities, muovi_list_services) to improve completeness for an agent.

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 schema already documents each parameter. The description provides a high-level summary of filter criteria but does not add new semantic information beyond what is in the schema. Thus, baseline 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 explicitly states the verb 'search', the resource 'verified service professionals in Argentina', and lists multiple filtering criteria (service type, city, neighborhood, etc.). It clearly distinguishes from sibling muovi_get_professional by stating use for discovery vs. full detail.

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: 'Use this for discovery; use muovi_get_professional for the full detail payload.' This directly tells the agent when to use this tool versus the sibling, fulfilling the dimension well.

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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