Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Live AIS ship positions, vessel history, port calls and events, plus sanctions flags. Read-only.
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.
Authorization비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
터미널에서 이 명령어를 실행하세요
claude mcp add --transport http ais https://api.aistrail.com/mcp --header 'Authorization: your-value'실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"ais": {
"url": "https://api.aistrail.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"ais": {
"type": "http",
"url": "https://api.aistrail.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
Authorization 비밀 HTTP header이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
도구 이름과 설명은 서버가 2026년 11월 7일에 알려 준 그대로예요. 우리가 아니라 제작자가 쓴 글이고, 일반 텍스트로만 보여 드려요.
search_vesselsFind ships by name (or part of it), MMSI (9 digits) or IMO number (7 digits). Returns live ships first, then ships out of range with their last known position (up to 7 days). List results are compact rows (mmsi, name, category, flag (ISO code from the MMSI), lat, lon, speed_kn, c
get_vesselEverything known about one ship now: identity (name, IMO, call sign, flag, type, size), last position, speed, course, heading, navigational status, destination (port codes decoded) and ETA as given by the crew, how long ago it was heard, its track over the last 40 minutes, and th
vessels_in_areaShips heard in the last hour inside a box (at most 5° on each side), largest first. List results are compact rows (mmsi, name, category, flag (ISO code from the MMSI), lat, lon, speed_kn, course_deg, length_m, destination, age_s, status, source); call get_vessel for full details
vessels_nearShips heard in the last hour within a radius (at most 50 nautical miles) of a point or of another ship, nearest first. List results are compact rows (mmsi, name, category, flag (ISO code from the MMSI), lat, lon, speed_kn, course_deg, length_m, destination, age_s, status, source)
vessel_trackWhere a ship has been between two times (UTC, ISO 8601), from the AIS Trail archive. Needs an AIS Trail API key sent by the MCP client as the HTTP header 'Authorization: Bearer ap_live_…' (keys at https://aistrail.com); clients that cannot add headers (OAuth-only web connectors)
data_statusHow many ships are live now (live_ships_private: how many of them are private vessels, counted only), how many are known from the last 7 days, the date range of the history archive per source with available_until (the latest time vessel_track can return for that source on plans w
find_portFind ports by name (or part of it), UN/LOCODE (e.g. FIHEL) or two-letter country code (e.g. FI) in the port reference (World Port Index and UN/LOCODE ports): id (for port_calls), name, country, UN/LOCODE, position, harbor size (World Port Index ports only) and the radius of the p
vessel_port_callsPort calls of a ship between two times (UTC, ISO 8601), from the AIS Trail archive: port, arrival, departure, draught on arrival and departure, cargo estimate (loaded, ballast or unchanged, from the draught change), previous and next port. Give mmsi or imo. A port call starts whe
port_callsShips that called at one port between two times (UTC, ISO 8601), from the AIS Trail archive: ship (with its flag from the MMSI), arrival, departure, draught on arrival and departure, cargo estimate, previous and next port. Get the port_id from find_port. event: any (in port at an
expected_arrivalsShips that have not arrived yet at one port, from the port's own records: estimated arrival and departure (UTC), berth and declared previous port, from 6 hours ago to 14 days ahead, in arrival order. Available for Finnish ports; elsewhere the list is empty. Get the port_id from f
vessel_eventsEvents of a ship between two times (UTC, ISO 8601), computed from the AIS Trail archive. from and to are optional: without to, now (24 hours ago on plans without live data); without from, 7 days before to (on Free, no earlier than the oldest day the plan includes), as on the REST
lookup_vesselsRecords of up to 20 ships at once from the AIS Trail archive, by mmsi and/or imo (lists): identity and particulars (name, IMO, call sign, type, flag from the MMSI, length, beam, estimated deadweight, first and last seen) and sanctions flags by IMO number from three official lists
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 도메인 aistrail.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
396ms 만에 응답(HTTP 200)
로그인 필요 없음
도구 설명 12개를 읽었고, AI에게 보내는 숨겨진 지시는 없었어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: Authorization
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.6.0)은 오늘 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, Rystic
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.
Start, seed, clock, inspect and diff Rystic API simulators from your agent.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Ship data for AI assistants. The AIS Trail MCP server gives Claude, ChatGPT, Cursor and any other Model Context Protocol client read-only access to live AIS positions, vessel history, port calls, vessel events and sanctions list flags.
The server is hosted by AIS Trail, so there is nothing to install: point your client at the endpoint below. This repository holds its public documentation.
Website · Documentation · Live map · Coverage · Pricing
| Endpoint | https://api.aistrail.com/mcp |
| Transport | Streamable HTTP, stateless (one JSON response per request) |
| Protocol versions | 2026-07-28, 2025-11-25, 2025-06-18, 2025-03-26 |
| Authentication | Authorization: Bearer , required only for the archive tools |
| Registry | com.aistrail/ais in the official MCP Registry; also on Smithery |
Claude Code
claude mcp add --transport http aistrail https://api.aistrail.com/mcp \
--header "Authorization: Bearer $AIS_TRAIL_KEY"
Run /mcp in Claude Code to confirm that aistrail is connected.
Other clients. Add a remote (Streamable HTTP) server with the same URL and header. For clients configured with JSON, such as VS Code and Cursor:
{
"servers": { "aistrail": { "type": "http", "url": "https://api.aistrail.com/mcp", "headers": { "Authorization": "Bearer YOUR_AIS_TRAIL_KEY" } } } }
Leave out the header to use the live tools only; clients that cannot send a header (for example connectors that offer only OAuth) work the same way. API keys are created in the AIS Trail dashboard, and the Free plan includes one. Give each client its own key so it can be revoked separately.
Ask in plain words; the assistant picks the tools.
All tools are read-only.
| Tool | Answers | API key |
|---|---|---|
search_vessels | Ships by name, MMSI or IMO number, live ships first | No |
get_vessel | One ship now: identity, flag, size, position, speed, course, destination, ETA and its recent track | No |
vessels_in_area | Ships heard in the last hour inside a box, largest first, optionally by ship type | No |
vessels_near | Ships heard in the last hour near a point or another ship, nearest first | No |
find_port | Ports by name, UN/LOCODE or country | No |
data_status | Live ship count, archive coverage per source and service status | No |
vessel_track | Where a ship has been between two times | Yes |
vessel_port_calls | A ship's port calls with draught, cargo estimate and sanctions flags | Yes |
port_calls | Arrivals and departures at one port | Yes |
vessel_events | Port and anchorage calls, stops, identity and destination changes, AIS gaps and encounters | Yes |
lookup_vessels | Records of up to 20 ships at once, with the sanctions lists that name them (OFAC SDN, UK, EU) | Yes |
Limits and parameters for each tool are in the documentation.
The live tools use no credits. The archive tools call the AIS Trail REST API with your key, so your plan's history depth, credits and rate limits apply exactly as they do in the API:
| Tool | Credits |
|---|---|
vessel_track | 1 per vessel-day |
vessel_port_calls, port_calls | 1 per port call returned |
vessel_events | 1 per event returned |
lookup_vessels | 1 per vessel found |
See Pricing for plans and the REST API documentation for the underlying endpoints.
Open an issue in this repository or write to hello@aistrail.com.
Use of the server is subject to the Terms of Service and the Privacy Policy.