Lodging Decision MCP Server

Lodging Decision MCP Server (alpha)

Narrow, agent-facing MCP server wrapping PR #25's (Scenic-Stay/staygraph, branch agent/scenicgraph-lodging-decision-api) lodging-decision kernel unmodified. Governed by gauntlet/projects/decision-intelligence-v0.1/WORK-ORDERS.yaml (DI-001-A) in Scenic-Stay/scenic-intelligence. Read that Work Order before changing scope.

Live: https://di-001-a-lodging-decision-mcp.scenicstay.workers.dev/mcp

Extracted from Scenic-Stay/staygraph (services/di-001-a-mcp-decision-server/, branch agent/di-001-a-mcp-decision-server, commits 8c8f4c7/f7df7b3) into its own public repo so GitHub-based MCP discovery (the Official MCP Registry, Glama's crawler) can find it without exposing the rest of staygraph's code. That branch is preserved as historical record; deploy from this repo going forward.

What this is

One MCP tool, lodging_decision. Callers supply a traveler profile, trip context, and a list of candidate listings; the tool returns a deterministic, evidence-backed recommendation with score breakdown, tradeoffs, risk flags, missing information, and confidence. It does not search inventory, book, transact, or persist anything.

Scope

Non-sensitive categories only: budget, location, amenities, quality/reviews, cancellation policy, fees, remote-work/family/business/relocation/event trip framing, and stated accessibility needs. No Safety & Belonging, Medical Recovery, or protected-characteristic-adjacent input is accepted — see src/guard.ts, a defense-in-depth denylist that rejects (does not silently strip) free-text fields referencing a protected characteristic or discriminatory steering criterion, on top of the fact that the underlying kernel has no such fields to begin with.

Structure

• src/kernel/ — PR #25's contracts, scorer, validation, and fixtures, copied byte-for-byte (test/kernel-parity.test.ts proves this against PR #25's own six tests and committed example fixtures).
• src/guard.ts — the denylist guard described above.
• src/worker.ts — Cloudflare Worker entrypoint: MCP WebStandardStreamableHTTPServerTransport at POST /mcp, plus a KV-backed soft daily request ceiling and a /health check.
• test/ — kernel parity tests, guard tests.

Local development

npm install
npm test        # kernel parity + guard tests
npm run typecheck
npm run dev      # wrangler dev, serves http://127.0.0.1:8787/mcp

Deploy

npm run deploy   # wrangler deploy

Requires the DI_001_A_ABUSE_CEILING KV namespace bound in wrangler.jsonc (already provisioned; see the Work Order's execution_result for the namespace ID and actual Cloudflare cost recorded at deploy time).

Known limitations (carried over from PR #25, unresolved here)

Unauthenticated, unversioned, no rate limiting beyond the soft daily ceiling, not calibrated against real human booking decisions. Do not expose to untrusted high-volume traffic without a further hardening decision — see the Work Order's circuit breakers for the manual kill-switch (pull the Worker; delist from all directories) if abuse signals appear.