# Lodging Decision

> Agent-facing lodging decision tool. Non-sensitive categories only. Alpha, unauthenticated.

- name: io.github.scenicstay/lodging-decision-mcp
- version: 0.1.0-alpha
- connection class: unknown (unknown)
- trust: 65/100
- quality: 79/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.scenicstay%2Flodging-decision-mcp
- tools: https://api.protogrid.dev/v1/servers/io.github.scenicstay%2Flodging-decision-mcp/tools

**Not classified yet.** The remote endpoints have not been probed successfully, or the listing has nothing to connect to.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "lodging-decision-mcp": {
      "type": "http",
      "url": "https://di-001-a-lodging-decision-mcp.scenicstay.workers.dev/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 28
- freshness: 85
- provenance: 65
- drivers: +repository -unreachable(1 failures) ~updated-66d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 79/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 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: 71 (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
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: lodging_decision (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
- pass `tools.token_cost`: about 1,475 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`: no 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: 1, about 1,475 tokens to load them all
- tool set hash: 3d7d3e40def6818851efc341f779281f
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.scenicstay/lodging-decision-mcp.svg)](https://protogrid.dev/servers/io.github.scenicstay/lodging-decision-mcp)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://di-001-a-lodging-decision-mcp.scenicstay.workers.dev/mcp (streamable-http, auth none, reachable false, uptime30d 0.9478261)

## Packages

_none_

## Tools (1)

- `lodging_decision`: Ranks caller-supplied lodging candidates for a traveler/trip and returns a
deterministic, evidence-backed recommendation with score breakdown, tradeoffs, risk flags, missing
information, and confidence.

SCOPE: Evaluates budget, location, amenities, workspace ergonomics, acoustic isolation, price sanity vs
submarket baselines, keyless access friction, and Safety & Belonging (host review sentiment, privacy/surveillance
boundary verification, neighborhood night security, and verified inclusive badges). Does not infer or profile
demographics on travelers.

This tool does not search inventory (you must supply candidate_listings), does not book or transact, and
does not persist any data. It is deterministic given identical input. Always re-verify availability, price, and policy before booking.