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Search professionals

muovi_search_professionals
Read-only

Find up to 5 Muovi professionals per page for one service in one barrio. Both service (a slug from muovi_list_services) and neighborhood (a barrio slug from muovi_list_cities) are required: if the person has not said which service they need and in which barrio, ask them before searching. Every professional returned has a coverage area that includes the searched barrio, and match in the response names the service, barrio and city searched: present the results as professionals who work in that barrio. Results list professionals who declare the searched trade first, ordered by review score, with verified identity, background check and a matrícula or diploma counting toward it; professionals whose registered business is in another trade come last. Each result has a display_name, a headline, a photo (avatar_url), one rating and one review_count, verifications, up to 3 portfolio image URLs, an id and a profile_url, the professional's public profile page on Muovi; no phone, email or WhatsApp is returned. Where the client shows Muovi's card view, each professional's photo and portfolio images appear in it. Do not write images or image markdown: write a short text summary of each professional with the name, the headline, the rating with its review count and a link to profile_url, leaving out a field that is empty; for each professional, name only the checks Muovi has verified among identity, matrícula, background check (antecedentes) and phone, and never say that one is missing or not verified. After showing the results, offer the person two choices: a task for one professional (muovi_create_task_link, or muovi_create_task_draft with professional_id, passing that result's id), or a general request to get offers from several professionals (muovi_create_task_draft without a professional). When the person asks for more professionals and pagination.has_more is true, call again with the same arguments and the next page (up to 3). When has_more is false there is no next page: do not say Muovi has no more professionals; offer a general request (muovi_create_task_draft without a professional) so other professionals can send offers. Never state how many professionals exist. Use muovi_get_professional with the id for the full profile.

Input Schema

NameRequiredDescriptionDefault
cityNoOptional. City slug (e.g. "caba"), needed only when a barrio slug exists in more than one city.
pageNoOptional. 1 (default), 2 or 3: the next 5 professionals of the same search. Pass the next page only when the previous response had `pagination.has_more` true.
serviceYesRequired. Service slug (e.g. "plomeria"), from `muovi_list_services`.
neighborhoodYesRequired. Barrio slug (e.g. "palermo"), from `muovi_list_cities`.
has_matriculaNoWhen true, only return professionals with a verified matrícula on file (electricians, gas fitters, etc.).
verified_identityNoWhen true, only return professionals whose identity Muovi has verified.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / page
      Added value: +{
      +  "description": "Optional. 1 (default), 2 or 3: the next 5 professionals of the same search. Pass the next page only when the previous response had `pagination.has_more` true.",
      +  "maximum": 3,
      +  "minimum": 1,
      +  "type": "integer"
      +}
  2. Changed10 schema fields changed
    • changedInput schema / properties / city / description
      Previous value: -"City slug (e.g. \"caba\"). Matches `City.slug` in the catalog."New value: +"Optional. City slug (e.g. \"caba\"), needed only when a barrio slug exists in more than one city."
    • changedInput schema / properties / has_matricula / description
      Previous value: -"When true, only return pros with a verified professional matrícula on file (electricians, gas fitters, etc.)."New value: +"When true, only return professionals with a verified matrícula on file (electricians, gas fitters, etc.)."
    • removedInput schema / properties / limit
      Removed value: -{
      -  "description": "Maximum number of results per page (default 20, max 50).",
      -  "maximum": 50,
      -  "minimum": 1,
      -  "type": "integer"
      -}
    • removedInput schema / properties / min_rating
      Removed value: -{
      -  "description": "Minimum blended average rating, 0-5 inclusive.",
      -  "maximum": 5,
      -  "minimum": 0,
      -  "type": "number"
      -}
    • removedInput schema / properties / min_reviews
      Removed value: -{
      -  "description": "Minimum blended review count.",
      -  "minimum": 0,
      -  "type": "integer"
      -}
    • changedInput schema / properties / neighborhood / description
      Previous value: -"Neighborhood slug (e.g. \"palermo\"). Matches `Neighborhood.slug` in the catalog."New value: +"Required. Barrio slug (e.g. \"palermo\"), from `muovi_list_cities`."
    • removedInput schema / properties / offset
      Removed value: -{
      -  "description": "Zero-based offset into the result set for pagination.",
      -  "minimum": 0,
      -  "type": "integer"
      -}
    • changedInput schema / properties / service / description
      Previous value: -"Service slug (e.g. \"electricidad\"). Matches `Service.slug` in the catalog."New value: +"Required. Service slug (e.g. \"plomeria\"), from `muovi_list_services`."
    • changedInput schema / properties / verified_identity / description
      Previous value: -"When true, only return pros whose identity has been verified by Muovi."New value: +"When true, only return professionals whose identity Muovi has verified."
    • addedInput schema / required
      Added value: +[
      +  "service",
      +  "neighborhood"
      +]
  3. First observed

TDQS

A4.6/5.0
Behavior5/5

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

Annotations already establish read-only and open-world, and the description adds substantial context beyond them: the 3-page pagination ceiling, result ordering (declared trade first, then review score, other-trade businesses last), the exact return fields, and the explicit absence of phone/email/WhatsApp. It also discloses behavioral constraints an agent could otherwise violate, such as never stating how many professionals exist and never saying a check is unverified.

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?

Purpose and preconditions are front-loaded and most of the length is justified because there is no output schema, so field and ordering details must live here. It is nonetheless a dense block that mixes invocation guidance with presentation policy, and a few lines (e.g. how the card view renders photos) add little for the calling agent.

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?

With no output schema and a 6-parameter search, the description carries the full burden and does: required inputs, result fields, ordering, pagination semantics, presentation rules and next-step tool routing. An agent has everything needed to call it correctly and to handle both the has_more and no-more-results cases.

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 schema already documents every parameter, including the slug sources (muovi_list_services, muovi_list_cities) and the page/has_more relationship. The description largely restates those dependencies rather than adding new meaning, and it never mentions the has_matricula or verified_identity filters or when to use the optional city override, so it does not exceed the baseline.

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?

Opens with a specific verb, resource, page size and scope: 'Find up to 5 Muovi professionals per page for one service in one barrio.' It also names the sibling boundary explicitly at the end ('Use muovi_get_professional with the id for the full profile'), so an agent can distinguish search from profile retrieval without opening either schema.

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?

Gives explicit when-to-use rules and preconditions: both slugs are required and the agent must ask the user which service and barrio if unspecified. It also routes to concrete alternatives after results (muovi_create_task_link, muovi_create_task_draft with or without professional_id) and handles the has_more=false case with a named fallback rather than a dead end.

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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