Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Live AIS vessel positions by MMSI, name, area, or radius, plus coverage. No sign-in, no key.
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Works in Claude on the web, desktop and mobile:
https://ais.openwaters.io/mcpRun this in your terminal
claude mcp add --transport http ais https://ais.openwaters.io/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"ais": {
"url": "https://ais.openwaters.io/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"ais": {
"type": "http",
"url": "https://ais.openwaters.io/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://ais.openwaters.io/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified against the domain openwaters.io (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.18.0) reached the registry 14 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Recta
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Cheaper cross-chain stablecoin routes for AI agents; 5 % of the verified saving, nothing if none.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Live AIS vessel traffic, streamed by bounding box, from community networks, open government feeds, and volunteer receivers. Part of Open Waters. The public instance is ais.openwaters.io. A live map is at openwaters.io/ais/vessels.
This is a beta. There is no SLA. Coverage is uneven. The terms for re-serving some sources are still unsettled (see Coverage). Live status and uptime history are at status.openwaters.io.
aisstream.io clients. aiscast speaks aisstream.io's protocol on wss://ais.openwaters.io/v0/stream: the same subscribe message, the same MessageType / MetaData / Message frames. Change the hostname and use your aiscast token as the APIKey. Existing code keeps working: aisstream-ts, the official Go/Python/JS examples, and signalk-aisstream.
Native API (full reference).
wss://ais.openwaters.io/v1/stream: send {"type":"subscribe","bbox":[[minLat,minLon,maxLat,maxLon]]} or {"type":"subscribe","mmsi":[368168720]} (or both). Feeder and partner tokens can also follow vessels by IMO number with "imo":[9241061]. You receive one JSON event per decoded AIS message. Each event carries its source, station, receive time, raw sentence, and the decoded fields. Add "snapshot":true to get the last known messages for every vessel already tracked in the subscription first, then live traffic. Subscribing needs no token.GET https://ais.openwaters.io/v1/vessels?bbox=minLat,minLon,maxLat,maxLon (or ?mmsi=a,b,c): GeoJSON of every vessel currently in view. Each vessel carries its last position, name, type, course, speed, heading, flag, and when and from where aiscast last heard it, plus IMO number, call sign, destination, ETA, draught, length, beam, and the AIS antenna's distances to bow, stern, port, and starboard once its static data has been heard. No token.GET https://ais.openwaters.io/v1/stations: every source aiscast is hearing, with message counts and age.AI assistants. https://ais.openwaters.io/mcp is an MCP (Model Context Protocol) server with five read-only tools: vessels by MMSI, vessels in an area, vessels near a point or another vessel, search by name, and coverage. No sign-in. Claude Code: claude mcp add --transport http open-waters-ais https://ais.openwaters.io/mcp. Claude.ai, ChatGPT, Cursor, and VS Code take the URL as a custom connector or mcp.json entry; setup for each is in the API reference. A token in an Authorization: Bearer header raises the anonymous limits.
Tokens. /v0/stream needs a token. A personal token is self-serve and never expires. Use the token page, or generate an Ed25519 keypair and POST https://ais.openwaters.io/v1/keys with {"pubkey":" "}, signed with that key as the API reference shows. The response is your token. It carries the personal tier: 2 streams, 50 messages/s, and a 20°×20° area. Feed data from the same token and it becomes a feeder token by itself.
Tiers and limits are in docs/limits.md. For more than the feeder tier, or for commercial use, write to hello@openwaters.io.
Events carry a source, so you can tell a live volunteer receiver from a government feed or an aggregate. synthesized: true marks messages that aiscast re-encoded from a non-NMEA source.
If you run an AIS receiver, send its data here. aiscast re-serves it to everyone, deduplicates it against the open feeds and every other station, and shares volunteer receptions with AISHub as part of our contribution to its community network. Only data received directly by volunteer stations goes to AISHub; public feeds and synthesized messages stay out. You are welcome to keep contributing to other networks too. The terms for contributing are the contributor agreement.
AIS-catcher ... -Q wssmqtt://x: @ais.openwaters.io:443/v1/stream MSGFORMAT NMEA. Each message is sent as it is decoded, over MQTT on the same WebSocket address the JSON stream uses. Your data appears as source: station: . Name your station on the token page; until you do, it is labeled by the town nearest the traffic it hears. AIS-catcher's HTTP output works too: -H https://ais.openwaters.io/v1/receive USERPWD x: GZIP on INTERVAL 5 posts a batch every five seconds under the same station.-u udp.ais.openwaters.io 10110, docker-shipfeeder with host udp.ais.openwaters.io port 10110, or any NMEA forwarder sending plain !AIVDM / !AIVDO sentences (TAG blocks welcome). Your station appears as udp: , a keyed hash of your address, never the address itself. If a sender's !AIVDO sentences identify the vessel, aiscast keys the station by that MMSI instead.udp.ais.openwaters.io:10110 in ais-forwarder (forward AIVDM and AIVDO). Or install the signalk-aiscast plugin. It needs no token. It shares what your receiver hears, and your own position, taken from the transponder or built from Signal K when an AIS transponder is not available. It shows aiscast traffic when you have no receiver.Your station page is https://openwaters.io/ais/stations/ , and the station list links every station. It shows the station's uptime, its messages per hour over the last week, the vessels it heard in the last day by type and how many no other station heard, and the cells it heard over the last week on the map. GET /v1/stations/{id} and /v1/coverage/tiles.json?station= return the same figures. Feeders get the deduplicated raw stream back on wss://ais.openwaters.io/v1/nmea.
| Source | Where | Freshness |
|---|---|---|
| Kystverket | Norwegian coast, 40–60 nm out | live |
| BarentsWatch | Norwegian EEZ, Svalbard, Jan Mayen (satellite + offshore receivers) | live |
| Fintraffic Digitraffic | Finnish waters | live |
| Volunteer receivers | wherever they are (Buzzards Bay / Vineyard Sound as of the first station) | live |
| AISHub aggregate | worldwide terrestrial, ~50k vessels | about a minute behind |
| aisstream.io | worldwide, when it is up | live, but frequently down |
AISHub and its contributors make much of our worldwide terrestrial coverage possible. We contribute volunteer receptions in return and credit AISHub on every event from its aggregate.
/v1/stats reports each source's current delay from broadcast to arrival (delay.p50 and delay.p99, in seconds).
Every event names the source it came from. docs/policy.md lists the sources this project leaves out on purpose, and why.
Licensing is per source. aiscast does not relicense the aggregate. aiscast re-serves each event under the terms of the source it came from. That is why source is on every event, every vessel, and every archived hour, and why every /v1 event carries a license tag and an attribution credit line. Every attribution opens with "Open Waters AIS (https://openwaters.io/ais/)"; sources with their own terms add their credit after it. If you display or redistribute the data, display the attribution message included with each event. /v1/vessels carries the same credits as a top-level attribution member on the feature collection, one entry per source present. The table below is the same information as reference.
| Source | License | What you must do |
|---|---|---|
| Kystverket | NLOD 2.0 | Credit: "Contains data under the Norwegian licence for Open Government data (NLOD) distributed by the Norwegian Coastal Administration." NLOD is not sublicensable, so it binds you directly. |
| BarentsWatch | NLOD per the BarentsWatch API terms | Credit: "Data delivered by BarentsWatch." It is the same AIS Norge data as Kystverket, so the Kystverket credit applies too. |
| Fintraffic Digitraffic | CC BY 4.0 | Credit: "Source: Fintraffic / digitraffic.fi, license CC 4.0 BY." |
| Volunteer receivers | The contributor agreement dedicates receptions to the public domain under CC0 and publishes the aggregate under ODbL | Credit "Open Waters AIS (https://openwaters.io/ais/)". Individual receptions are CC0. The aggregate carries ODbL. |
| AISHub aggregate | AISHub terms and any applicable written agreement | Credit AISHub contributors and keep source: aishub. Reuse and redistribution must follow the applicable terms. |
| aisstream.io | no published terms | Best effort, may disappear. source: aisstream. |
| Wikidata particulars | CC0 1.0 | Nothing. The wikidata object on /v1/vessels/{mmsi} and in MCP get_vessels says so with license: CC0-1.0. The Commons photos its image and commons_category link to carry their own licenses. |
| US Coast Guard PSIX | Public domain (U.S. government work) | Nothi
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