Dated, cited hotel facts from hotels' own sites and official registers, Portugal and Spain.
Scored across 4 tools
The four tools target distinct operations: search hotels, retrieve current facts, retrieve fact changes, and retrieve public opinions. The main potential confusion is between get_hotel_facts and get_fact_changes, but the descriptions clearly differentiate latest cited facts from observed value differences across captures.
All tool names follow a consistent snake_case verb_noun pattern: get_fact_changes, get_hotel_facts, get_public_opinions, search_hotels. The use of both get_ and search_ is standard and readable, with no chaotic mixing of conventions.
Four tools is well-scoped for a read-only hotel fact graph, with each tool earning its place: discovery, facts, changes, and opinions. There is no bloat or missing core operation within this count.
The surface covers the core read workflows: finding hotels, retrieving cited facts, tracking fact changes, and accessing public opinions. Minor gaps exist around bulk or comparative retrieval across multiple hotels, but these are workable with the current tools.
Observed value differences across captures for one hotel. Not confirmed policy changes. Same identifiers as get_hotel_facts.
Inputs: domain, property_id.
Latest cited facts for one hotel (own website or official register). Prefer property_id. A chain domain returns the property list instead of mixing hotels. Each fact has as_of, source_url, evidence.
Inputs: domain, property_id.
Public opinion, not a verified fact. Guest testimonials, schema.org reviews and displayed ratings from one hotel's own website, each with source_url, captured date and a verbatim excerpt (<=25 words), plus aspect tags and an aggregate. Kept separate from get_hotel_facts.
Inputs: limit, domain, property_id.
Find hotels by name, town, domain or register id (Algarve, Lisbon coast, Costa de la Luz). Use the property_id with get_hotel_facts. Facts are cited. precision is null.
Inputs: query (required), limit, region.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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Wedding venues and planners in Portugal: capacity, rooms, catering, each fact with its source.
Read-only 1-3 day trips in PT/Europe by train, boat, plane and on foot. Not an agency.
Hotel verdicts on eight axes, with every quote cited to its outlet and url.
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