Loop is one endpoint where an AI agent searches, verifies, and acts on real local businesses. These are the patterns teams build on top of it — every one grounded in current, freshness-stamped data, with availability labeled inferred until verify() is called. Coverage today: restaurants and salons in Kreuzberg, Berlin, expanding by agent demand.
Typed JSON per restaurant — cuisine, price band, vegan and vegetarian flags, outdoor seating — each record stamped with confidence and observed_at, and an explicit inferred-availability flag. The foundation every other use case builds on.
search()get_details()Agents ask in plain language and get back ranked, structured results — no Overpass QL, no map tiles, no scraping. One MCP call returns the candidates, each with the freshness metadata an agent needs to decide what it can trust.
search()search() narrows the field, get_details() returns the booking token, verify() re-checks the venue live before commitment, and report() records what actually happened. Loop is the data and verification layer — your agent owns the reservation step.
search()get_details()verify()report()A travel agent that recommends where to eat shouldn't hallucinate a closed restaurant. Loop supplies current, structured restaurant data for the destination so the itinerary stays grounded — and verify() confirms a pick before it lands in the plan.
search()verify()A concierge agent narrows by guest preference with search(), confirms the winner with verify() before recommending it, and closes the loop with report() after the guest returns — so the next recommendation is sharper than the last.
search()verify()report()A delivery agent that dispatches to a closed kitchen wastes a trip. Loop lets the agent verify() a venue is open and current before committing, then report() the outcome — feeding real delivery signals back into record confidence.
search()verify()report()An event agent surfaces restaurants and venues near a plan, with cuisine, dietary, and outdoor-seating filters — then verify() confirms the pick is current before the agent commits it to the night's plan.
search()verify()Add https://stayinloop.dev/mcp to any MCP client and your agent can search, verify, and act on real local businesses today. Free tier, no credit card.