AI Tool Registry

Every meaningful capability is written as a tool surface with a risk level, route, schema, auth requirement, cost, and write/publish flags.

View JSON registry

Municipality Tools

Name	Risk	Role	Route	Writes	Confirmation
municipality.search Search public market records by location, price, regulation friendliness, demand profile, and saturation.	read_public	guest	GET /markets	No	No
municipality.get Read one published municipality analysis and its citations.	read_public	guest	GET /markets/{slug}	No	No
municipality.diligence_watchlist Return address-level diligence prompts for permits, minimum stays, platform rules, tax, parking, local contacts, HOA, and saturation risk.	read_public	guest	GET /markets/{slug}	No	No
municipality.admin.save Create or update a market analysis draft or published page after admin review.	admin	admin	POST /admin/markets	Yes	Yes

Seo Tools

Name	Risk	Role	Route	Writes	Confirmation
seo.sitemap.get Return the public XML sitemap for indexable market and product pages.	read_public	guest	GET /sitemap.xml	No	No

Listing Tools

Name	Risk	Role	Route	Writes	Confirmation
listing.create Create a private user-owned listing record from pasted listing details.	write_user	user	POST /listing/analyze	Yes	No
listing.analyze Generate a balanced STR analysis with strongest point, counterpoint, recommendation, scores, and diligence questions.	expensive	user	POST /listing/analyze	Yes	No
listing.chat.respond Respond to a follow-up note about a user-owned listing while preserving the original analysis context.	expensive	user	POST /listings/{slug}/chat	Yes	No
listing.public_visibility.set Opt a listing analysis into pending-public review for free-tier SEO content.	write_public	user	POST /listings/{slug}/visibility	Yes	Yes

Upfit Tools

Name	Risk	Role	Route	Writes	Confirmation
upfit.project.create Create a user-owned upfit project and initialize its room-by-room checklist.	write_user	user	POST /upfit	Yes	No
upfit.item.update_status Update checklist item statuses: need, already have, skip, or later.	write_user	user	POST /upfit/{id}/items	Yes	No
upfit.catalog.search Search upfit checklist items and recommendation options.	read_private	user	GET /upfit/{id}	No	No

Research Tools

Name	Risk	Role	Route	Writes	Confirmation
research.municipality.run Run multi-phase LLM web research for a market nickname and create a draft municipality page with citations.	expensive	admin	POST /admin/markets/research	Yes	No
research.municipality.suggest Use the LLM (with web grounding) to propose fresh markets worth researching based on the markets already covered.	expensive	admin	POST /admin/research/suggest	No	No