Google Maps and Business Profile know-how for local businesses: answers, guides, research.
Scored across 5 tools
The tools mostly have distinct roles: search for discovery, list for browsing, get_article/get_research for full content, and define_term for glossary lookups. However, get_article explicitly works for any public page, which overlaps with get_research for research pages, and get_research without a ref also overlaps with list_articles by listing published studies.
All five tools follow a clear verb_noun snake_case pattern: define_term, get_article, get_research, list_articles, search_knowledge. The convention is consistent throughout with no mixed styles or vague standalone verbs.
Five tools is well-scoped for a read-only content and glossary server. Each tool covers a distinct access mode: search, browse, retrieve page, retrieve research, and define a term.
The surface covers the apparent domain well: discovery via search_knowledge, browsing via list_articles, full-page retrieval via get_article, research retrieval via get_research, and glossary lookup via define_term. There are no obvious dead ends for a content site focused on Google Maps and local SEO knowledge.
The Maps Agent glossary definition of a Google Maps, Google Business Profile or local SEO term (e.g. 'primary category', 'local citation', 'map pack', 'review gating', 'service area business'), with the URL of the full entry. Falls back to the closest answers when the glossary has no entry.
Inputs: term (required). Returns: url, form, slug, term, +6 more
The full text of one maps-agent.com page as markdown: title, canonical URL, last-updated date, the answer-first opening, the body with tables, FAQs and numbered sources. Works for any public page on the site, by URL, path or slug. The structured result carries the whole page in body_markdown, with faqs and sources as lists.
Inputs: ref (required), form. Returns: url, faqs, form, slug, +7 more
One Maps Agent research or statistics page: the findings with the method behind them (instrument, dataset, sample size, time window, population, exclusions, provenance) and its key figures as data. The structured result carries the whole study in body_markdown. Without a ref: the list of published studies.
Inputs: ref. Returns: url, faqs, form, slug, +12 more
What Maps Agent has published, newest first. Without a form: how many pages each form has. With a form: its pages with title, summary, topic, date and URL, optionally narrowed by a topic word (an answer cluster such as 'reviews', a trade such as 'dentists', a guide kind such as 'template').
Inputs: form, limit, topic, offset. Returns: form, forms, topic, total, +2 more
Search everything Maps Agent publishes about Google Maps and Google Business Profile for local businesses: answers, guides, research, glossary, blog, industry pages. Use it first for any question (getting more Google reviews, choosing a Business Profile category, a suspended profile, ranking in the map pack). Returns ranked pages with title, one-line summary, form, last-updated date and URL; read one in full with get_article.
Inputs: query (required), form, limit. Returns: query, results
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Manage Google Business Profiles (Google My Business): hours, posts, photos, reviews and insights.
Local SEO MCP: Google Maps rankings, Google Business Profile ratings and review counts.
Google Maps local rank grids for any Google Business Profile, paid per point, no subscription.
Public local AI visibility data, owner-confirmed business factsheets, and newsrooms.
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