Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Group flight quotes for parties of 10 or more passengers.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://mcp.easygroupflights.com/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http easygroupflights https://mcp.easygroupflights.com/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"easygroupflights": {
"url": "https://mcp.easygroupflights.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"easygroupflights": {
"type": "http",
"url": "https://mcp.easygroupflights.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://mcp.easygroupflights.com/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 도메인 easygroupflights.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(2.1.0)은 24일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, LickityClick
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Create, edit and track LickityClick short links, campaigns and click stats from your AI assistant.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
A Model Context Protocol server for easygroupflights.com — IATA-accredited group air travel, with negotiated fares from 500+ airlines.
It lets an AI assistant do what the website does: work out whether a trip is a group booking, gather what an agent needs to price it, and put the enquiry in front of a human — or, for a party too small to be a group, find ordinary bookable fares.
A group fare is negotiated directly with the airline. It is not sold through any public booking engine, so no search API can return a price for one. What this server does instead is submit a complete, structured enquiry and tell the traveller honestly what happens next: a specialist replies by email in about two hours, up to 24 for complex routings.
The dividing line is 10 seated travellers. Lap infants under two don't occupy a seat and don't count.
| Tool | What it does |
|---|---|
egf_get_service_info | How group booking works, what the threshold is, what a quote costs and how long it takes. Submits nothing. |
egf_prepare_group_quote | 10+ travellers. Checks the brief and returns exactly what would be sent, with a confirmation token. Sends nothing. |
egf_request_group_quote | Sends a prepared brief to a group specialist. Takes only the token. Returns a confirmation, not a price. |
egf_search_flights | 9 or fewer. Live fares with carriers and stops, each with an offer_id. |
egf_get_offer | One fare by offer_id: price, flights, a booking link and valid_until. |
The two fare tools are withheld from tools/list unless PELIKAN_MCP_URL is set — an advertised tool that cannot run is worse than one that isn't there.
egf_get_service_info ends with each market's human contacts — website, email, phone and WhatsApp — so an agent can hand a user to a person.
Every tool:
readOnlyHint, destructiveHint, idempotentHint, openWorldHint) explicitly. Only egf_request_group_quote is a write, and nothing is destructive.outputSchema and returns structuredContent alongside the text.The write comes as a pair, because not every client asks the user before a write. The prepare tool returns the summary and a confirmation_token, which is signed with CONFIRM_SECRET and valid for 15 minutes. The write takes only that token, so it cannot send anything the summary did not show.
It accepts an optional idempotency_key. Without one, the token itself is the key, so a prepared write is carried out at most once. Keys are kept for 24 hours, per Cloudflare data centre.
Callers presenting GATEWAY_TOKEN as a bearer token are the Tripdesk gateway:
utm_source=mcp.Every tool call answers within 28 seconds.
egf_search_flights pages with limit (default 10, at most 20) and cursor. Each fare carries one opaque offer_id, valid for 30 minutes. It is all egf_get_offer needs. Search results carry no booking links, and no session or trip ids.
egf_prepare_flight_offer and egf_send_flight_offer (1.x send_flight_offer) are gone. They passed through the fare service's agent-facing offer email, which sent a branded email, with the caller's own text, to any address. The directory review flagged that; egf_get_offer returns the booking link instead.
2.0 renamed the tools with the egf_ prefix and the inputs to snake_case. Most of what worked in 1.x still does:
request_group_quote, …) are still answered, though no longer listed.departureDate, fareId, …) are read as their snake_case names.What the server receives, where it goes and how long it is kept: easygroupflights.com/mcp-privacy/. The controller is pelicantravel.com s.r.o.; privacy questions go to dpo@pelikan.sk.
Guided briefs. In Claude Desktop and claude.ai they are under + → Connectors → Add from Easygroupflights; in Claude Code they are /mcp__easygroupflights__ . Each one walks the user through what the desk needs, plus the questions only that kind of trip raises, and submits only once the user confirms.
| Prompt | For |
|---|---|
school-trip | Schools and universities: pupils and staff separately, ages for supervision ratios, consent forms still coming in |
wedding-guests | Destination weddings: guests from several cities, latest arrival, who pays |
sports-team | Clubs and squads: first-match time, equipment, fixture risk |
company-offsite | Offsites, incentives, conferences: the fixed week, cabin mix, one invoice |
pilgrimage | Parishes and faith groups: how participants pay, accessibility |
Every prompt takes an optional market (en, pl, at) plus whatever is already known: origin, destination, dates, travellers.
Material an agent can quote rather than recall, each served as markdown under its public URL — so a cited resource is already a link a reader can follow.
/mcp-resources.json each site publishes.Both are fetched on demand and cached for an hour, so new content reaches agents without redeploying the server.
claude mcp add --transport http easygroupflights https://mcp.easygroupflights.com/mcp
In Claude Desktop or claude.ai: Settings → Connectors → Add custom connector, and paste https://mcp.easygroupflights.com/mcp.
Or in any other MCP client's config:
{
"mcpServers": { "easygroupflights": { "type": "http", "url": "https://mcp.easygroupflights.com/mcp" } } }
Transport is streamable HTTP. The server is stateless — it issues no session id and needs no Durable Objects, because every tool call is self-contained.
Public values live in wrangler.toml:
| Variable | Meaning |
|---|---|
SITE_URL | Human-facing site, shown in tool output and on the landing page |
GROUP_MIN_PASSENGERS | Party size at which a booking becomes a group. Default 10 |
FARE_CURRENCY | Currency the fare service quotes in. Default EUR |
Three secrets, set with wrangler secret put:
| Secret | Meaning |
|---|---|
AUTOPILOT_URL | Group-enquiry intake. Infrastructure rather than a credential; a secret only because this repo is public |
AUTOPILOT_API_KEY | Sent as X-API-Key to the intake. Without either of these egf_request_group_quote refuses rather than failing silently |
PELIKAN_MCP_URL | Streamable-HTTP endpoint of the Pelikan MCP server, which prices sub-group parties. Optional — its tools stay hidden while unset |
MIT. See LICENSE.
Enquiries are attributed to the bare market domain. Autopilot only processes a source it recognises, so nothing may be appended to it.
npm install
npm run dev # wrangler dev on :8787 npm test # unit tests, no network npm run typecheck npm run deploy # wrangler deploy
Put local secrets in .dev.vars (gitignored). Leaving AUTOPILOT_API_KEY unset is the safe way to exercise egf_request_group_quote end to end: it validates everything and stops at the intake boundary without creating a real lead.
Drive it by hand with:
curl -s localhost:8787/mcp -H 'Content-Type: application/json' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'
GET / serves a human-readable page, /health a status probe, and /.well-known/mcp.json a manifest for directories.
One site per market; the market decides both which brand handles the enquiry and which domain the lead is attributed to.
market | Site | Language |
|---|---|---|
en | easygroupflights.com | English |
pl | grupoweloty.pl | Polish |
at | gruppenfluege.at | German |