Integrations · LangChain
Flight tools for your agent, via MCP
LangChain's MCP adapters load the hosted FlightPowers servers as ordinary tools. Your agent searches live fares and quotes Google's verdict; you write no HTTP code.
Free tier on RapidAPI. No card to try.
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain.agents import create_agent
client = MultiServerMCPClient({
"flights": {
"transport": "http",
"url": "https://flights.flightpowers.com/mcp",
"headers": {"x-rapidapi-key": "YOUR_KEY"},
},
"hotels": {
"transport": "http",
"url": "https://hotels.flightpowers.com/mcp",
"headers": {"x-rapidapi-key": "YOUR_KEY"},
},
})
tools = await client.get_tools()
agent = create_agent(model, tools) # any chat modelThe REST alternative
No MCP? Wrap one endpoint as a tool
The API is one POST with flat JSON, so a hand-rolled tool is a few lines.
import os, requests
from langchain_core.tools import tool
@tool
def search_flights(from_airport: str, to_airport: str, departure_date: str) -> list:
"""Live one-way fares with Google's price band and low|typical|high verdict."""
r = requests.post(
"https://api.flightpowers.com/v1/flights/oneway",
headers={"x-api-key": os.environ["RAPIDAPI_KEY"]},
json={"from_airport": from_airport, "to_airport": to_airport,
"departure_date": departure_date},
)
return r.json()The response includes price_insights_low / high and the verdict field, so the agent can reason about whether a fare is worth booking, not just list it.
Questions, answered plainly
- Is there a first-party LangChain package?
- No, and none is needed. LangChain’s own MCP adapters load the hosted servers’ tools directly, and the plain REST API wraps into a @tool in a few lines. Both paths are shown on this page; there is nothing else to install from us.
- What tools does the agent get?
- What the MCP servers expose: one-way and round-trip flight search on the flights server, hotel search and hotel-by-name on the hotels server. Each returns the same JSON as the REST API, including the price band and verdict.
- Where does the key go?
- In the headers block of the server config, as x-rapidapi-key. It rides on every tool call and bills to your own RapidAPI plan. Flights and hotels are separate subscriptions.
- Does this work with LangGraph?
- Yes. get_tools() returns ordinary LangChain tools; pass them to create_agent or any LangGraph graph the same way you pass any tool list.
Give your agent a fare verdict
Live Google Flights and Booking.com data, with the price band and verdict attached to every result. Free tier on RapidAPI, no card to try.
Free tier: 10 requests/month. No card to try.