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Read-only MCP server that monitors flight prices across multiple airline providers. An AI agent (Hermes, OpenClaw, Claude, etc.) adds, removes, and inspects watched routes through MCP tools; a background scheduler re-checks every watch hourly and queues new/cheaper offers for the agent to pick up. No ticket ordering — only available flight data.

Features

  • Multi-provider — Kupibilet (worldwide), Ryanair (Europe), SpiceJet (India), Jetstar Asia (Asia-Pacific)

  • Flights only — trains and other transport types are filtered out automatically

  • Smart resolution — turn "Moscow → Thailand" into provider-specific airport/country codes

  • Price drop detection — tracks best-ever prices per route, queues notifications when fares drop

  • MCP-native — works with any MCP-compatible agent host

Related MCP server: flights-mcp

Quick Start

Local

git clone https://github.com/yourusername/air-choose.git
cd air-choose
npm install
node src/server.js

Docker

docker compose up -d

Wire into your agent

{
  "mcpServers": {
    "air-choose": {
      "command": "node",
      "args": ["/absolute/path/to/air-choose/src/server.js"]
    }
  }
}

Configuration

Env Variable

Default

Description

AIR_CHOOSE_INTERVAL_MS

3600000 (1 hour)

Scheduler re-check interval

Tools

Tool

Purpose

list_providers

See airline providers, coverage, browser requirements

resolve_location

Turn a place name into each provider's own codes

add_watch

Add a route to monitor (resolves + runs first check immediately)

remove_watch

Stop watching a route

list_watches

See everything currently watched

get_watch_offers

Current offers for one watch, sorted by price or date

poll_new_offers

Return + clear everything new since last call

force_check

Re-run a watch's check right now

Providers

Provider

Coverage

Auth

Notes

Kupibilet

Worldwide

No

Accepts ISO2 country codes directly

Ryanair

Europe

No

Can rate-limit (409) under heavy use

SpiceJet

India

Auto token

Calendar view, no exact departure times

Jetstar Asia

Asia-Pacific

Browser session

Excluded by default (Akamai)

Architecture

MCP Client (Hermes / Claude / ...)
        | JSON-RPC (stdio)
air-choose server
  |-- Tools (8)
  |-- Scheduler (hourly)
  |-- Provider Adapters (Kupibilet | Ryanair | SpiceJet | Jetstar)
  |-- JSON Store (watches | offers | pending)

Example Flow

Agent -> resolve_location({ query: "Moscow" })
Agent -> resolve_location({ query: "Thailand" })
Agent -> add_watch({
           originQuery: "Moscow",
           destinationQuery: "Thailand",
           dateFrom: "2026-07-21",
           dateTo: "2026-08-20"
         })
        -> Server resolves, runs check, returns offers sorted by price

... one hour later, scheduler re-checks ...

Agent -> poll_new_offers()
        -> Returns new or cheaper offers found since last poll

Testing

npm test           # unit tests
npm run test:e2e   # end-to-end (hits live APIs)
npm run test:all   # all tests

Reverse-engineered consumer-facing endpoints, not published partner APIs. Keep the hourly interval reasonable.

License

MIT

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Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

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