Lounge Frog
MCP server · hosted · v0.3.0 · io.github.flyptkarsh/lounge-frog
Online · tested 1h agoNEW · 3d agoSeen in the registry 3d ago
Research airport lounges, card access, airline seats, cruises and travel rewards with source links.
What it does
Lounge Frog is an MCP server, a connector that lets an AI assistant use it as a tool. It is hosted: an assistant connects to it over the internet, nothing to install.
From the publisher's description, Electra Index matched it to one capability: travel booking. That makes it a candidate for tasks such as book travel.
Facts come from the Official MCP Registry, as declared by the publisher. Capabilities are matched automatically (low confidence). None of this is a test of the tool.
At a glance
Hosted (remote)YES
Local installNO
Live checkOnline · 63 tools
Version0.3.0
PriceNot in the registry
First seen04 Nov 2026
Last checked3d ago
How to connect
As declared in the Official MCP Registry · hosted endpoint tested by Electra Index 1h ago (live check)Hosted endpoint
https://public.loungefrog.com/mcpstreamable-http
In Claude Code: claude mcp add --transport http lounge-frog https://public.loungefrog.com/mcp
MCP settings (Claude Desktop, Cursor and other MCP clients)
{
"mcpServers": {
"lounge-frog": {
"url": "https://public.loungefrog.com/mcp"
}
}
}Live check
Electra Index connected to the hosted endpoint 1h agoONLINE Lounge Frog answered an MCP connection on 07 Nov 2026 and introduced itself as frog-network 1.0.0 (MCP protocol 2025-06-18).
63 tools offered to AI assistants
search_politics· Search 567politics reporting, parties, factions, politicians, country systems and policy issues to answer political questions. Accepts a question or keywords; optional country name/slug and kind filters. Read articles with get_article usingget_politics_profile· Read a public 567politics party, faction, politician, country-system or issue profile using the exact kind, slug and countrySlug from search_politics. Parties, factions and issues require country. Retain source/review dates, caveats and canget_political_spectrum· Read 567politics selected party/faction positions and independently sourced politician placements in a supported electoral system. Use the country slug from search_politics. Includes source dates, axes, caveats, chartAvailable and articleMaconnect_account· Start optional OAuth sign-in only when the user asks to connect or accepts an invitation. Public research does not require this. Over HTTP, anonymous calls receive an OAuth challenge so the host can open sign-in. After connecting, refresh tget_account_features· See what signing in adds: saved lounge-access wallets, home airport, rewards programs, cruise passport, travel map and newsletter preferences. Returns example prompts and instructions to authenticate this assistant. Does not read or changelist_apps· All apps covered by this connector, with canonical home links.search_app_content· Search public content from all five apps: Lounge Frog news, Cruises Frog ships and guides, Seats Frog seat maps, Points Frog calculators and news, and 567politics politician profiles, political parties, factions, political-spectrum diagramsget_points_program· Points Frog program valuation, sourced guide and direct calculator link. Estimates are not guaranteed cash value.get_politics_races· Read the current published 567politics race snapshot with provider timestamps. Market prices are not election forecasts. Use search_app_content for individual election and profile page links.search_programs· Find credit cards, lounge programs, and airline loyalty programs in the Lounge Frog catalog, with page links. Returns slugs to use with the other tools, plus what each card unlocks.get_program· A credit card, lounge network, or airline status program by slug: fee, tiers, the lounge programs it unlocks or the cards that include it, how many open lounges admit its members, and its page link.list_grants· Relationships of the form 'holding card X unlocks lounge program Y', with both pages' links. Filter by the granting card or the unlocked lounge program.
Show 51 more
check_access· Given a set of card and lounge-program slugs a traveler holds, list every lounge program they can use and why, with each program's page.get_lounge_metrics· The metric slugs a lounge is scored on (1-5) with what a 5 means and each metric's leaderboard page, and the bar-type slugs. Use for the "by" argument of top_lounges.search_lounges· Airport lounges on Lounge Frog with their terminal, hours, editorial rating, who gets in, and page link. Narrow by airport ("which lounges are at JFK?"), by a card, lounge network or airline status program the traveler holds (a card standsget_lounge· Everything about a lounge: where it is (airport, terminal, nearest gate, directions, airside or landside), hours, guest policy, showers and bar, years opened and renovated, website, editorial ratings, every program that admits you with itsget_amenity_metrics· The metric slugs an airport or a terminal is scored on (1-5: security speed, baggage delivery, ...) with what a 5 means, and the page explaining how Lounge Frog rates them.list_airports· Airports in the Lounge Frog directory with their city, country, number of open lounges, editorial rating, and page link. Search by code, name or city, or narrow to one country or to airports with lounges. get_airport has one airport's termiget_airport· One airport by IATA code or slug: its editorial ratings, whether you can change terminals airside, and every terminal with the lounges in it, each with its status, rating and page link.list_airlines· Airlines on Lounge Frog with their IATA code, slug, founding year, closure date, rating, and page link. Filter by a fragment of the name or code.get_airline· One airline in full: code, founding year, where it is based, its hubs, mileage program, customer service number, its safety record, and its page link.list_terminal_airlines· The airlines recorded as operating from a terminal, with their page links.search_news· Stories Lounge Frog, Cruises Frog and Points Frog have published (lounge openings, program changes, cruise news, points and miles news), newest first, each with its date, summary and page link. Narrow by site, by words in the headline or sulist_news· The articles from other publications that an airport, terminal, lounge, or airline page on Lounge Frog links to, newest first. search_news has the sites' own stories.list_lounge_references· Articles and reviews from other publications that a lounge's page links to, newest first.list_images· Photos on an airport, terminal, or lounge page, best-voted first, with their credits.list_articles· Lounge Frog's guides (a card's or lounge network's lounges at one airport, two cards compared, the best lounges on one metric, editorial lists), featured first, with page links and ids for get_article.get_article· One published article in full, by id (list_articles gives them), with its page link.search_terminals· Find terminals across every airport on Lounge Frog by name, slug, airport code, or city, with their ratings and page links. Returns the slugs get_terminal takes.get_terminal· A terminal's amenity ratings and renovation date, the airlines that fly from it, and every lounge inside it.top_lounges· The lounge leaderboard the site's Top 100 page is built from, ranked by overall score or by one metric (get_lounge_metrics lists the metric slugs).top_airlines· The airline leaderboard, ranked by overall score or by one metric (get_airline_metrics lists the metric slugs).get_airline_metrics· The metric slugs an airline is scored on (1-5) with what a 5 means, for the "by" argument of top_airlines.search_iata· Search the worldwide IATA airport list, far larger than the lounge directory, by code or by the start of an airport or city name. Resolves a city to the code that get_airport and search_lounges take.get_iata· The reference entry for a single 3-letter code: full name, city, country, and kind.list_seatmaps· Every airline seat map on Seats Frog (or one airline's), with seat counts by cabin, the date each was checked, and its page link.get_seatmap· One airline layout: cabins with pitch, width and layout, the row features and seat notes as saved, and the best and worst seats the site shows.list_routes· Nonstop routes on Lounge Frog's route maps: one airline's, every airline's from one airport (that airport listed first), or both. Each line has the dates, the source page and when it was checked. Also gives the address of the route map embelist_ship_tracking· Read verified catalog ship MMSIs, latest actual AIS positions, and fresh, stale or missing coverage. Filter by ship UUID/slug or coverage status. Older positions are last known observations, not current locations.get_ship_positions· A ship's saved hourly positions (up to the latest 168 hours, newest first): time, latitude, longitude, speed, course, heading and, for imported ones, the source page. The home page map draws each ship's last 3 days from these. Missing hourslist_cruise_port_catalog· Cruise ports by five-character UN/LOCODE, names, aliases and every connected IATA airport. Use the port code for guides and activity pages; several airports can serve one port.get_cruise_port_guide· One port's saved guide: intro, things to do, high and low season months, regular callers, and the airport transfer (route, rental cars, ease).list_cruise_lines· Cruise lines on Cruises Frog with their style, who they suit, fleet rating (the average of their ships' editorial scores), owner, ship count, solo cabins, and page link. Narrow by style, audience (e.g. families) or solo cabins and sort by rget_cruise_line· One cruise line by slug or UUID: owner, headquarters, loyalty program, website, write-up, and every ship in its fleet with page links.list_cruise_ships· Cruise ships with their line, class, year, tonnage, capacity, rating, status, and page link. Narrow by line, by a region they sail (e.g. "Mediterranean"), by a name search, by minimum overall rating, or by status (in service, upcoming, retiget_cruise_ship· One ship by slug or UUID: every figure on record, its editorial ratings, write-up, deck plan links, cover photo, and page link.get_ship_metrics· The axes a cruise ship is scored on, 1 to 5, with what a 5 means and each one's leaderboard page.list_cruise_regions· Every region cruise ships sail (oceans, then rivers), what a cruise there is usually like, how many ships on Cruises Frog sail it, and its page.list_cruise_loyalty· Every cruise line's loyalty program with its tier ladder and page link.get_cruise_loyalty· One loyalty program by slug or UUID: each tier with what it takes to reach and its perks, how members earn credit, any status match, and the page link.top_cruise_ships· Rated cruise ships best first, overall or by one metric (see get_ship_metrics), with the leaderboard's page link.list_cruise_news· Cruise news, newest first, each story with the ship or line it covers and that page's link: the whole feed, one line's news (line: its own stories and its ships'), or one line's or ship's own stories (subject and ref).list_cruise_ports· The ports cruise ships on Cruises Frog sail from, busiest first, identified by their five-character UN/LOCODE: port names and airport connections, how many ships are based there, how many lounges the airport has on Lounge Frog, whether theget_ship_deck_plans· For one cruise ship: its deck plan editions by sailing dates, with the PDF and the cruise line's own source, the cabin grades, and Cruises Frog's notes on quieter cabins and cabins to check or avoid (noise from pools, theaters, galleys abovget_point_value_history· Dated cents-per-point observations and documented devaluation events, with the Points Frog program page. Estimates are not guaranteed cash value; historical observations are not interpolated.list_point_values· Points Frog's estimated redemption value of one point or mile, in US cents, for airline, hotel, bank and other rewards programs, highest first, each with its program page (a balance calculator) and its award checker page. Values are estimatget_point_value· One rewards program on Points Frog: its estimated value per point or mile, what 10,000, 50,000 and 100,000 are worth, the lines between a great, fair and poor award, its dated valuation history and any documented devaluations, where to buyvalue_points· What a balance of points or miles is worth at Points Frog's value for the program. Given the cash price of the same booking (and the award's taxes and fees), also works out the cents per point the award gets and whether that is a great, faicompare_point_programs· Two rewards programs on Points Frog compared: which is worth more per point or mile and by how much, what 10,000, 50,000 and 100,000 of each are worth, and each one's great-award line, with the comparison page and both program pages.best_credit_cards· Points Frog's ranking of popular US rewards cards for one kind of spending (dining, groceries, flights, hotels, gas, streaming, everyday spending, or no annual fee): cents back per dollar, which is the card's earning rate times Points Frog'list_transfer_bonuses· Transfer bonuses the Frog sites have reported (extra miles or points when moving bank points such as Amex Membership Rewards or Chase Ultimate Rewards to an airline or hotel program), newest first, each with its date, summary and story linklist_calculators· Points Frog's free money calculators (retirement, FIRE, mortgages, rent vs buy, home affordability, house poor, loans, credit card payoff and rewards, inflation, savings, income percentile, net worth, Social Security, 401(k) match, travel bget_embed_code· The HTML that puts one of the sites' widgets on another website: a 567politics spectrum chart (page_url=https://567politics.com/political-spectrum?country=<verified-slug>), Points Frog calculator, program points value or award checker, Loun
What "online" means: the server answered an MCP connection at the time of the check. It is not a guarantee of security, quality or continuous uptime. How we test: we open an MCP session and ask for the tool list, as an AI assistant would. We never run a tool and never send a key. Checked every few days. Method
Is this your server? Monitoring Pro: a check every 30 minutes and an email within the hour when it stops answering. Launch offer: $39.99 once, for life.
Tasks it helps with
Share of each task's required capabilities it covers| Book travel Travel Booking | 50% |
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Ready-made AI agents
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Facts & evidence
Each fact shows where it was seen and when.| Fact | Value | Evidence | Source | Last confirmed |
|---|---|---|---|---|
| Hosted endpoint | https://public.loungefrog.com/mcp | DECLARED | SRC-001 Official MCP Registry | 3d ago |
| Local install (package) | no | DECLARED | SRC-001 Official MCP Registry | 3d ago |
| Remote access (hosted) | yes | DECLARED | SRC-001 Official MCP Registry | 3d ago |
| Website | https://www.loungefrog.com | DECLARED | SRC-001 Official MCP Registry | 3d ago |
| Registry status | active | DECLARED | SRC-001 Official MCP Registry | 3d ago |
| Version | 0.3.0 | DECLARED | SRC-001 Official MCP Registry | 3d ago |
| MCP server | yes | DECLARED | SRC-001 Official MCP Registry | 3d ago |
Change history
- NEW04 Nov 2026first seen in the index
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<a href="https://electraindex.com/mcp/lounge-frog?utm_source=badge&utm_medium=share&utm_campaign=listing"><img src="https://electraindex.com/api/badge/lounge-frog" alt="Listed on Electra Index"></a>Questions about Lounge Frog
How do I connect Lounge Frog?
Use the hosted endpoint https://public.loungefrog.com/mcp in your assistant's MCP settings. The exact settings are in "How to connect" above, as declared in the Official MCP Registry.
What tools does Lounge Frog offer?
When Electra Index connected on 07 Nov 2026, it listed 63 tools: search_politics, get_politics_profile, get_political_spectrum, connect_account, get_account_features, list_apps, search_app_content, get_points_program and more. The full list is in "Live check" above.
Is Lounge Frog online?
Yes. Its hosted endpoint answered an MCP connection from Electra Index 1h ago.
What can I use Lounge Frog for?
Based on its description, it is most relevant to: book travel.