# SupaPark — Walt Disney World live data

> Live Walt Disney World waits, crowd forecasts, Lightning Lane sellouts and prices, dining drop odds.

- name: com.supapark/agent-api
- version: 0.2.0
- connection class: R0 (autonomous)
- trust: 82/100 flags: no-repository
- quality: 88/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/com.supapark%2Fagent-api
- tools: https://api.protogrid.dev/v1/servers/com.supapark%2Fagent-api/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "agent-api": {
      "type": "http",
      "url": "https://supapark.com/api/agent/mcp",
      "headers": {
        "Authorization": "Bearer ${AGENT_API_TOKEN}"
      }
    }
  }
}
```

Placeholders to fill: `${AGENT_API_TOKEN}`.

## Trust

- hygiene: 80
- liveness: 99
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-97% +updated-8d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 88/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 93 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 14 of 14 tools declare readOnlyHint or destructiveHint
- warn `tools.directory_hints`: 5 of 14 tools declare all four hints; missing: get_lightning_lane_prices (idempotentHint); get_dining_drop_odds (idempotentHint); get_crowd_forecast (idempotentHint); …
- pass `tools.token_cost`: about 2,050 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: 1 tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 14, about 2,050 tokens to load them all
- tool set hash: b2983c3d343042b543f7557d7b152013
- tools last changed: 2026-10-16T17:00:43.141Z
- badge: [![protogrid quality](https://protogrid.dev/badge/com.supapark/agent-api.svg)](https://protogrid.dev/servers/com.supapark/agent-api)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-16 `get_live_wait_times` changed (description)
  - before: Current posted wait times for Walt Disney World attractions plus SupaPark's Real Wait estimate of the actual wait (a model calibrated on a public 2018-2019 posted-vs-actual dataset), a low/high range, confidence, and a flag for "ghost" waits that are posted but not real. Refreshes every few minutes during park hours.
  - after: Current posted wait times for Walt Disney World attractions plus SupaPark's Real Wait estimate of the actual wait, a low/high range, confidence, and a flag for "ghost" waits that are posted but not real. Refreshes every few minutes during park hours.

Full history: https://api.protogrid.dev/v1/servers/com.supapark%2Fagent-api/changes

## Remotes

- https://supapark.com/api/agent/mcp (streamable-http, auth none, reachable true, uptime30d 0.96666664)

## Packages

_none_

## Tools (14)

- `get_attraction_details`: Details for one Walt Disney World attraction (height requirement, land, thrill level, Lightning Lane tier) plus its recent wait-time history and downtime. Takes an attraction slug, e.g. "space-mountain".
- `get_crowd_forecast`: Day-by-day crowd forecast for one Walt Disney World park: a 0-100 crowd index, a label (low/moderate/high…) and the drivers behind it (holidays, events, school breaks). Covers the next few weeks when no dates are given.
- `get_dining_drop_odds`: For hard-to-book Walt Disney World restaurants: how often cancelled reservations reappear ("drops"), the probability of catching one, and the best day-of-week and hour to look.
- `get_hardest_dining_reservations`: Walt Disney World restaurants ranked by how rarely a reservation opens, from SupaPark's own availability checks: difficulty tier, the share of checks that found a table, and cancellations ("drops") caught in the last 30 days.
- `get_lightning_lane_prices`: Today's Lightning Lane Single Pass prices per attraction at a Walt Disney World park, with 30-day min/median/max, the current posted wait, minutes saved per dollar and a value verdict (e.g. "great deal").
- `get_lightning_lane_sellouts`: When each Walt Disney World ride's Lightning Lane sold out, measured by SupaPark. range "today": today's sellout times so far (or "still available"). range "week": the typical sellout time over the last seven complete days, with how many days sold out and how many were gone before 7:00 AM. Times are Eastern.
- `get_live_wait_times`: Current posted wait times for Walt Disney World attractions plus SupaPark's Real Wait estimate of the actual wait, a low/high range, confidence, and a flag for "ghost" waits that are posted but not real. Refreshes every few minutes during park hours.
- `get_multi_pass_price`: The Lightning Lane Multi Pass price for a Walt Disney World park on a given date (defaults to today).
- `get_my_account`: Shows whether this assistant is linked to a SupaPark account, the plan (free, silver or gold) and how alerts are delivered. Requires a linked SupaPark account (pairing key).
- `list_my_watches`: Lists the active ride and dining watches (alerts) on the linked SupaPark account, with each watch's id. Requires a linked SupaPark account (pairing key).
- `remove_watch`: Turns off one watch on the linked SupaPark account, by watch id. It can be restored in the SupaPark app. Requires a linked SupaPark account (pairing key).
- `watch_dining`: Creates an alert on the linked SupaPark account that fires when a reservation opens at a Walt Disney World restaurant for the given date and party size. Requires a linked SupaPark account (pairing key).
- `watch_ride`: Creates an alert on the linked SupaPark account for a Walt Disney World ride. kind "lightning_lane": alert when Lightning Lane return times open up (optionally for a specific date). kind "wait_drop": alert when the standby wait drops to threshold_minutes or less. Delivery channel follows the account's plan. Requires a linked SupaPark account (pairing key).
- `which_park_today`: Ranks the four Walt Disney World theme parks for visiting right now, combining live crowd levels, today's forecast and remaining park hours. Returns each park's rank, live average wait, open/close times and a one-line reason.