ZBS Index What actually exists in applied AI, with the source next to it

mcp server

Mercantry Registry

Agent-native registry: 168k+ real restaurants in LA, Hong Kong & Tokyo. Unranked, honest signals.

Description as published by the maintainer. Source

  • version 0.1.0
  • active

active — Registry entry last updated 2026-07-24.

What this server can do

9 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

cancel_booking(reason, booking_id)
Cancel a booking in any non-terminal state, or a confirmed reservation (the registry notifies the merchant). Cancellation is mandatory when the human no longer wants the table — no-shows destroy merchant trust and are tracked per developer key. Required: booking_id.
get_availability(merchant_id)
V1 does NOT hold live table availability — availability is checked on the phone call at booking time. This tool returns the merchant's reservation policy, structured hours, and holiday exceptions so you can pick a plausible time before calling place_booking. Required: merchant_id.
get_booking_status(booking_id, include_events)
State machine position for a booking: pending → queued → in_progress → confirmed | failed | needs_input (plus cancelled). Includes structured details on confirmation (confirmed_time, confirmation_code, merchant_instructions), structured failure reason (no_answer | fully_booked | closed | policy_mismatch | merchant_declined | bad_data), or needs_input options awaiting your decision. include_events=true returns the full audit log. Required: booking_id.
get_merchant(merchant_id)
Every field the registry holds on one merchant: schema fields, structured hours, raw feedback history, platform-observed operational stats, and per-field provenance with timestamps. Maximal data, zero opinion — the registry never scores or ranks. Required: merchant_id.
get_registry_meta
Evaluate the registry itself: per-city coverage (with each city's IANA timezone), merchant/bookable counts, verification and freshness stats, feedback corpus size, schema version, and the documented deterministic ordering rule. Honest by design — including how stale the data is.
modify_booking(datetime, booking_id, party_size, window_minutes, accept_option_index)
Amend a booking before or after the call. For a booking in needs_input: pass accept_option_index to take one of the merchant's offered times (confirms immediately), or pass a new datetime/party_size to re-queue an amended request. Modifying an already-confirmed booking cancels it and books the new request (new booking_id returned). Required: booking_id.
place_booking(contact, datetime, party_size, merchant_id, callback_url, window_minutes, sandbox_outcome, reservation_name, special_requests, client_reference_id, accept_within_window)
Request a table reservation. Returns booking_id with state 'queued' immediately; fulfillment is asynchronous (a call is placed to the merchant). Poll get_booking_status or supply callback_url for webhooks. RETRY SAFETY: pass a unique client_reference_id (recommended: always); if this call times out or errors ambiguously, retry with the SAME client_reference_id and the registry returns the already-created booking instead of double-booking the restaurant. Never re-call place_booking after a timeout without one. If the merchant counter-offers a time within window_minutes and accept_within_window=true, it is auto-accepted (recommended). Otherwise the booking pauses in needs_input for you to resolve via modify_booking. Merchants on the human_call channel are fulfilled by a human operator during the operator window published in get_registry_meta — those bookings queue until worked (up to the channel SLA), so book ahead rather than for the next hour. Required: merchant_id, party_size, datetime, reservation_name.
search_merchants(lat, lng, limit, offset, open_at, sandbox, order_by, radius_km, party_size, cuisine_tags, neighborhood, bookable_only, attribute_tags, price_band_max, price_band_min)
Filter-based search over the restaurant registry (coverage cities + timezones in get_registry_meta). NOT ranked: results come back in deterministic order (merchant_id ASC by default; distance ASC when lat/lng given and order_by="distance"). Returns compact records with pagination. Use get_merchant for the full signal dump on a specific merchant. All filters are optional and combinable.
submit_feedback(free_text, booking_id, would_repeat, seated_on_time, matched_description, reservation_honored)
Report how a confirmed reservation actually went. Accepted only against a confirmed booking_id, once per booking, within 14 days of confirmation. Structured fields first; optional free text ≤ 500 chars. This corpus is served raw to all agents via get_merchant — it is never editorialized or turned into a score. Required: booking_id, reservation_honored.

Last successful function declaration observed on . Source: https://mercantry.org/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://mercantry.org/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
Latest published version 0.1.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-24 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-07-24 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
mcp tools declared 9 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe mercantry.org
mcp endpoint status ok The server listed 9 functions when asked. as of probe mercantry.org

Where to get it

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. Tools declared by the MCP server at https://mercantry.org/mcp — mercantry.org, observed , trust tier 1.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.