Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Read-only MCP server for vessel AIS, ship tracking, schedules, and BYOK maritime providers.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
VESSEL_MCP_TRANSPORT, VESSEL_MCP_ENABLE_PUBLIC_PROVIDERSYou need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"vessel-traffic": {
"command": "npx",
"args": [
"-y",
"@tools-mcp/vessel-traffic-mcp"
],
"env": {
"VESSEL_MCP_TRANSPORT": "your-value",
"VESSEL_MCP_ENABLE_PUBLIC_PROVIDERS": "your-value"
}
}
}
}Run this in your terminal
claude mcp add vessel-traffic --env VESSEL_MCP_TRANSPORT=your-value --env VESSEL_MCP_ENABLE_PUBLIC_PROVIDERS=your-value -- npx -y @tools-mcp/vessel-traffic-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"vessel-traffic": {
"command": "npx",
"args": [
"-y",
"@tools-mcp/vessel-traffic-mcp"
],
"env": {
"VESSEL_MCP_TRANSPORT": "your-value",
"VESSEL_MCP_ENABLE_PUBLIC_PROVIDERS": "your-value"
}
}
}
}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": {
"vessel-traffic": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@tools-mcp/vessel-traffic-mcp"
],
"env": {
"VESSEL_MCP_TRANSPORT": "your-value",
"VESSEL_MCP_ENABLE_PUBLIC_PROVIDERS": "your-value"
}
}
}
}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.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
VESSEL_MCP_TRANSPORT envVESSEL_MCP_ENABLE_PUBLIC_PROVIDERS envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
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 9, 2026
The registry name was verified with the GitHub account tools-mcp, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
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 on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.1.0) reached the registry 6 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, alalanet — check before you pay
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ 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.
Check packages, MCP servers and x402 endpoints before agents install or pay. Signed.
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English | 한국어 | 日本語 | 中文
Vessel tracking and shipping schedules for AI agents.
Vessel Traffic MCP is a read-only Model Context Protocol (MCP) server for vessel identity lookup, AIS-style positions, tracks, port calls, carrier schedules, vessel schedules, and delay heuristics. It gives Claude, ChatGPT, Codex, MCP Inspector, and other MCP clients one normalized maritime-data tool surface.
Use it when an agent needs to:
The project does not bypass provider terms, paywalls, CAPTCHA, or access controls. Commercial providers are Bring Your Own Key (BYOK), the default test path is fixture-only, and this is not a navigation product.
Open source under the MIT license. Pre-1.0; APIs and tool surfaces may change.
For Claude Desktop, Claude Code, Codex CLI, Cursor, VS Code, or any stdio MCP client, use the npm package:
{
"mcpServers": { "vessel-traffic-mcp": { "command": "npx", "args": ["-y", "@tools-mcp/vessel-traffic-mcp"], "env": { "VESSEL_MCP_TRANSPORT": "stdio", "VESSEL_MCP_ENABLE_PUBLIC_PROVIDERS": "myshiptracking,tradlinx,aisfriends" } } } }
Then restart the client and try:
Find the current position of EVER GIVEN. Include source.provider and source.landingUrl.
Search carrier schedules from KRPUS to NLRTM. Include the source URL.
Full client setup lives in docs/runbooks/clients.md, and Codex details live in docs/runbooks/codex.md. Source-checkout config snippets are in Shared MCP Config Snippets. Marketplace and AI-client submission helpers live in llms-install.md, LAUNCHGUIDE.md, and assets/logo-400.png.
The public landing page for assistant-agent search and install snippets is:
https://tools-mcp.github.io/vessel-traffic-mcp/
Use that URL when sharing the project as a vessel AIS MCP, ship tracking MCP, ChatGPT MCP, Codex MCP, Claude MCP, or Gemini MCP server. The page includes a golden prompt for the EVER GIVEN scenario and client snippets for local stdio and remote Streamable HTTP setup.
Assistant services do not automatically discover arbitrary MCP servers. The operator must connect this MCP first; after that, the tool descriptions, search/fetch wrappers, and vessel-specific tools give the agent a clear path from a ship-name prompt to source-attributed results.
| Area | Read-only tools |
|---|---|
| Search-style connector flow | search, fetch |
| Vessel identity | vessel_search, vessel_name_resolve, document_vessel_lookup |
| AIS-style movement | vessel_position, vessel_area, vessel_track |
| Port activity | port_calls |
| Shipping schedules | carrier_schedule_search, vessel_schedule, schedule_delay_predict |
| Provider setup | provider_status, data_sources, credential_profiles, provider_onboarding |
Every live or public-provider response must expose provenance: source.provider and source.landingUrl. The project is designed to route users back to the original service, not to hide or rebrand the data source.
| Provider group | How it is enabled | Notes |
|---|---|---|
| Fixture | default | deterministic tests and demos; no network, accounts, or API keys |
| Public opt-in | VESSEL_MCP_ENABLE_PUBLIC_PROVIDERS=myshiptracking,tradlinx,aisfriends | public web adapters with source attribution |
| BYOK commercial/community APIs | VESSEL_MCP_ENABLE_BYOK_PROVIDERS=... plus VESSEL_MCP_PROFILE_* env vars | user-owned credentials only; secrets are redacted from logs, errors, and MCP responses |
| Remote deployment | VESSEL_MCP_TRANSPORT=http | Streamable HTTP at /mcp; set VESSEL_MCP_AUTH_TOKEN for Authorization: Bearer |
Use the provider_onboarding MCP tool to inspect provider signup URLs, required env vars, configured profile status, and validation steps. It is read-only and never creates accounts, accepts terms, solves CAPTCHA, completes email verification, sets payment details, or issues API keys.
This project is provided as open-source infrastructure for public-interest interoperability, workflow testing, and source-attributed maritime data access. It does not grant any right to copy, redistribute, rebrand, bypass, or misuse third-party services, databases, maps, trademarks, copyrighted material, API responses, or provider content.
Users are responsible for how they configure and operate the software, including their compliance with applicable law, provider terms, account permissions, rate limits, data licenses, and internal company policies. Do not use this project to bypass authentication, paywalls, CAPTCHA, access controls, robots policies, or commercial restrictions.
The authors and contributors respect the rights and terms of all referenced services and data providers. Live and public-provider responses are designed to preserve attribution through source.provider and source.landingUrl and to route users back to the original source. If a rights holder, service operator, or affected party reports a substantiated concern, the maintainers will review it promptly and, where appropriate, modify, disable, or remove the affected adapter, documentation, fixture, or reference.
The software is provided under the MIT license, without warranty. Nothing in this README is legal advice or a substitute for reviewing the terms that apply to your own use case.
If this could help someone building MCP tools, shipping/logistics software, or AI workflows around maritime data, share the repository and ask for real workflow feedback. A copy/paste sharing kit lives in docs/marketing/help-us-spread.md.
Useful help includes trying the npm install, posting a tailored community write-up, requesting a provider adapter, or explaining a real forwarding, trade, port-call, vessel ETA, or carrier-schedule workflow.
git clone https://github.com/tools-mcp/vessel-traffic-mcp.git
cd vessel-traffic-mcp npm ci npm run lint npm test npm run build VESSEL_MCP_TRANSPORT=stdio \ VESSEL_MCP_ENABLE_PUBLIC_PROVIDERS=myshiptracking,tradlinx,aisfriends \ npm start
The default verification gate uses sanitized fixtures only. It does not call paid or live providers and does not require API keys, accounts, or network access.
For a local visual check with ship-name input and a map:
npm run start:map
Open http://127.0.0.1:8787 and search EVER GIVEN or MMSI 353136000.
For remote MCP clients, run Streamable HTTP at /mcp with public /health:
export VESSEL_MCP_TRANSPORT=http
export VESSEL_MCP_HTTP_HOST=127.0.0.1 export VESSEL_MCP_HTTP_PORT=8765 export VESSEL_MCP_AUTH_TOKEN=" " npm run start:http
curl -sf "http://127.0.0.1:8765/health"
MCP requests require Authorization: Bearer when VESSEL_MCP_AUTH_TOKEN is set. See docs/runbooks/streamable-http-server.md and docs/runbooks/deployment-https.md.
| Surface | Status | Access |
|---|---|---|
| GitHub | Public | https://github.com/tools-mcp/vessel-traffic-mcp |
| Agent landing page | Public | https://tools-mcp.github.io/vessel-traffic-mcp/ |
| npm | Public | @tools-mcp/vessel-traffic-mcp@0.1.0 at https://www.npmjs.com/package/@tools-mcp/vessel-traffic-mcp |
| GitHub Release | Published | https://github.com/tools-mcp/vessel-traffic-mcp/releases/tag/v0.1.0 |
| MCP Registry | Published | io.github.tools-mcp/vessel-traffic-mcp@0.1.0 in the official registry |
| ServerHub | Listed | https://www.serverhub.digital/servers/vessel-traffic-mcp |
| VaultPlane | Listed | https://www.vaultplane.com/server/vessel-traffic-mcp |
| MCPRepository | Submitted | Queued for validation at https://mcprepository.com/tools-mcp/vessel-traffic-mcp |
| Local map UI | Ready from source | npm run start:map, then open http://127.0.0.1:8787 |
| HTTP directory metadata | Ready from source | npm run start:http, then fetch /.well-known/mcp/server-card.json |
| Glama | Submitted for review | Submitted through Glama's Add Server flow on 2026-05-27; public listing URL and score badge are reserved at https://glama.ai/mcp/servers/tools-mcp/vessel-traffic-mcp and may return 404 until review/indexing completes |
| PulseMCP | Submission/indexing pending | Track in docs/runbooks/public-sharing.md and docs/marketing/outreach-status.md |
| Smithery | HTTPS endpoint pending | Nee
Only the beginning is shown; read the rest in the repo