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Fly Frugal Travel Data

R0· no sign-in

Read-only public itinerary previews, observed round-trip fares, and flight savings verified today.

v1.1.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality85good
Trust82of 100
Uptime, 30 days96%
Latency p50779 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "travel-data": {
      "type": "http",
      "url": "https://flyfrugal.fyi/mcp"
    }
  }
}
claude mcp add --transport http travel-data https://flyfrugal.fyi/mcp
[mcp_servers.travel-data]
url = "https://flyfrugal.fyi/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "travel-data": {
      "type": "remote",
      "url": "https://flyfrugal.fyi/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "travel-data": {
      "type": "http",
      "url": "https://flyfrugal.fyi/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=travel-data&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vZmx5ZnJ1Z2FsLmZ5aS9tY3AifQ%3D%3D"
}
{
  "servers": {
    "travel-data": {
      "type": "http",
      "url": "https://flyfrugal.fyi/mcp"
    }
  }
}
{
  "mcpServers": {
    "travel-data": {
      "httpUrl": "https://flyfrugal.fyi/mcp"
    }
  }
}
extensions:
  "travel-data":
    enabled: true
    name: "travel-data"
    type: streamable_http
    uri: "https://flyfrugal.fyi/mcp"
    timeout: 300

Quality 85 / 100good

protocol88 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • warn
    protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations4 of 4 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 1,174 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability50 · weight 15
  • pass
    stability.changes4 tool changes in 30 days
  • fail
    stability.rug_pull4 tools kept their name but changed most of their description in 30 days; review before trusting them
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

4 tools, about 1,174 tokens to load them all · tool set 063e08d8aece · tools last changed 2026-10-07 · checked 2026-10-20 23:27 UTC

Tool changes

  • get_todays_dealschangeddescription, input schemameaning changed
    before

    Return only fares whose Google savings insight was checked today in Pacific time. It returns an empty list instead of substituting stale deals.

    after · 23% of words in common

    Return only the strongest current deals: fares whose Google savings insight was checked today (America/Los_Angeles calendar day) and shows a positive saving versus the usual price. Use it when the user asks for today's deals or wants prices that are freshly verified. Each deal has the same fields as list_flight_deals, plus count. If nothing was verified today the list is empty; say so instead of presenting older fares, or offer list_flight_deals for recent observations.

  • list_flight_dealschangeddescription, input schemameaning changed
    before

    List bounded current observed round-trip fares, optionally from one departure airport. Results include observation and Google price-insight freshness when available.

    after · 14% of words in common

    List the cheapest round-trip economy fares Fly Frugal has recently observed, from one departure airport or across all tracked US airports. Use it for questions like "cheap flights from SFO" or "where can I fly for under $500". Each deal has origin, destination_airport, label (airport name), country, places, departure_date and return_date, nights, price and currency (whole US dollars), airlines, longest_layover_minutes, observed_at, and Google's price insight when checked: google_price_signal (low, typical or high), google_usual_low/high, google_savings, google_share_url and google_signal_checked_at. Prices are observations that can change or sell out, so tell users to confirm before booking. For only deals re-verified today, use get_todays_deals.

  • get_itinerarychangeddescription, input schemameaning changed
    before

    Get one public itinerary preview by slug. The complete paid itinerary remains private.

    after · 17% of words in common

    Get the public preview of one Fly Frugal itinerary by its slug, as returned by list_itineraries. Returns the same fields as a list item: country_name, tagline, days_count, the preview content, image URLs, the full guide's price (price_cents, currency), updated_at and pdf_ready. Use it to describe a trip to the user or decide whether the full guide fits; the complete paid day-by-day guide is never returned. An unknown slug returns an error.

  • list_itinerarieschangeddescription, input schemameaning changed
    before

    List bounded public itinerary previews. This never returns paid full-guide content.

    after · 12% of words in common

    Browse Fly Frugal's published day-by-day budget travel itineraries. Use this to discover which destinations have a guide, then call get_itinerary with a returned slug for one guide's preview. Each item has slug, country_name, tagline, days_count, a preview, cover and first-day image URLs, price_cents and currency for the full guide, updated_at, and pdf_ready. Results are newest first. Only public previews are returned; the paid full guide is never included.

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 82 / 100

no-repository
provenance55
liveness99
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-96% +updated-14d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://flyfrugal.fyi/mcp streamable-httpnoneyes96%779 ms2026-07-282026-10-20

Tools (4)

get_itineraryread-onlyGet the public preview of one Fly Frugal itinerary by its slug, as returned by list_itineraries. Returns the same fields as a list item: country_name, tagline, days_count, the preview content, image URLs, the full guide's price (price_cents, currency), updated_at and pdf_ready. Use it to describe a trip to the user or decide whether the full guide fits; the complete paid day-by-day guide is never returned. An unknown slug returns an error.
get_todays_dealsread-onlyReturn only the strongest current deals: fares whose Google savings insight was checked today (America/Los_Angeles calendar day) and shows a positive saving versus the usual price. Use it when the user asks for today's deals or wants prices that are freshly verified. Each deal has the same fields as list_flight_deals, plus count. If nothing was verified today the list is empty; say so instead of presenting older fares, or offer list_flight_deals for recent observations.
list_flight_dealsread-onlyList the cheapest round-trip economy fares Fly Frugal has recently observed, from one departure airport or across all tracked US airports. Use it for questions like "cheap flights from SFO" or "where can I fly for under $500". Each deal has origin, destination_airport, label (airport name), country, places, departure_date and return_date, nights, price and currency (whole US dollars), airlines, longest_layover_minutes, observed_at, and Google's price insight when checked: google_price_signal (low, typical or high), google_usual_low/high, google_savings, google_share_url and google_signal_checked_at. Prices are observations that can change or sell out, so tell users to confirm before booking. For only deals re-verified today, use get_todays_deals.
list_itinerariesread-onlyBrowse Fly Frugal's published day-by-day budget travel itineraries. Use this to discover which destinations have a guide, then call get_itinerary with a returned slug for one guide's preview. Each item has slug, country_name, tagline, days_count, a preview, cover and first-day image URLs, price_cents and currency for the full guide, updated_at, and pdf_ready. Results are newest first. Only public previews are returned; the paid full guide is never included.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "fyi.flyfrugal/travel-data",
  "title": "Fly Frugal Travel Data",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://flyfrugal.fyi/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.1.0",
  "websiteUrl": "https://flyfrugal.fyi/docs",
  "description": "Read-only public itinerary previews, observed round-trip fares, and flight savings verified today."
}