Flait Mcp

Flait — flight deal intelligence for nomads & their agents

Live board: https://flait-agent-production.up.railway.app

Not another flight-search wrapper. Flait watches prices 24/7 on nomad corridors (US/EU ↔ Latin America, US/EU ↔ Southeast Asia, and the hops between) and builds the price history needed to answer the question every traveler — and every booking agent — actually has: "is this price good for this route?"

GET /v1/score?origin=LAX&destination=BKK&price_usd=430
→ {"verdict":"good","pct_vs_typical":24.2,"typical_price_usd":567,"days_of_history":11,...}

History can't be scraped retroactively. Every day the collector runs, the oracle gets harder to replicate — and more useful to you.

Connect your agent (30 seconds)

Remote MCP endpoint (Claude, Hermes, OpenClaw, anything MCP):

https://flait-agent-production.up.railway.app/mcp/

Claude Desktop / Claude Code:

{"mcpServers": {"flait": {"type": "http", "url": "https://flait-agent-production.up.railway.app/mcp/"}}}

READ tools (free): is_good_deal · find_deals · route_history

ACT tools (guarded): set_watch — your agent creates a standing watch on ANY route (watching a route starts price collection on it), optionally armed to auto-book when the price hits, with the user's spend cap enforced · watch_status — poll a watch and its bookings with the key set_watch returns.

Writes are guarded. Auto-booking never fires silently: the human always gets a "booking in 30 minutes" email with a stop button first, spend is hard-capped at their number, and one watch books at most one flight. Your agent can also register a webhook_url and receive signed lifecycle events: hit / booking_scheduled / booked / booking_failed / booking_stopped. (Booking is in beta test mode — no real charges.)

Per-platform setup (Hermes config, OpenClaw, example agent missions): see AGENTS.md.

REST API

Full OpenAPI schema at /openapi.json — agent-readable by design.

Endpoint	What it answers
GET /v1/score?origin=&destination=&price_usd=	Is this price good? (the oracle)
GET /v1/deals	Best current deals vs each route's typical price
GET /v1/history/{origin}/{destination}	Daily price history for a route
POST /v1/intents	Set a watch (mandate fields = auto-book; webhook_url = agent callbacks)
GET /v1/watch/status?k=	Watch + booking status for a status_key

Humans welcome too

The deal board shows the same intelligence visually — and you can set a standing watch ("BKK under $450") and get an email the moment it hits.

Honest notes

• Verdicts are backed by our own collected history. Routes without ≥3 days of data return "verdict": "unknown" — we don't guess.
• Prices come from cached airline-search data: great for deal intelligence, always verify the live fare at booking.
• Free during beta. Be reasonable (≤1 req/sec). Building on Flait? Say hi — high-volume keys and webhooks are coming.

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Built in public by one human + Claude.