Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Seat maps, seat ratings, traveller reviews and seat alerts for 150+ airlines.
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.
You need
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Works in Claude on the web, desktop and mobile:
https://mcp.flightseatmap.com/mcpRun this in your terminal
claude mcp add --transport http flightseatmap https://mcp.flightseatmap.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"flightseatmap": {
"url": "https://mcp.flightseatmap.com/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": {
"flightseatmap": {
"type": "http",
"url": "https://mcp.flightseatmap.com/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://mcp.flightseatmap.com/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 flightseatmap.com (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 (6.0.0) reached the registry 2 months 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, Zoo MCP
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
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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.
Seat maps, seat ratings, traveller reviews and seat alerts for 117 airlines, as a remote MCP server your AI assistant can call.
Ask "which seat should I pick on QF1?" and get the real cabin layout, the free seats ranked against what you care about, and what other travellers said about the one you're considering.
https://mcp.flightseatmap.com/mcpsearch_flight and alertsNothing needs installing. The server is hosted; you point your client at the URL.
Install the plugin, then let the setup skill pick your first seat:
/plugin marketplace add FlightSeatmap/mcp
/plugin install flightseatmap@flightseatmap /flightseatmap:setup
Or add only the server:
claude mcp add --transport http flightseatmap https://mcp.flightseatmap.com/mcp
Install this plugin from the marketplace, or add the server directly in ~/.cursor/mcp.json:
{
"mcpServers": { "flightseatmap": { "type": "streamable-http", "url": "https://mcp.flightseatmap.com/mcp" } } }
code --add-mcp '{"name":"flightseatmap","type":"http","url":"https://mcp.flightseatmap.com/mcp"}'
Settings → Connectors → Add custom connector, then paste the server URL.
Six tools work with a free account:
| Tool | What it does |
|---|---|
get_seatmap | The cabin layout for a flight: rows, cabins, which seats are free |
find_best_seats | Free seats ranked against window, aisle, exit row, extra legroom, quiet zone, bulkhead, front, rear |
get_seat_info | One seat in detail — pitch, recline, power, galley and lavatory proximity |
interactive_seat_finder | A good default when the traveller hasn't said what they want yet |
get_seat_reviews | Traveller reviews, with ratings and per-seat comments |
discover_more_flight_tools | Related flight and travel MCP servers |
Four need a paid plan:
| Tool | What it does |
|---|---|
search_flight | Fetch fresh data for a flight not yet in the database |
create_seat_alert | Email the traveller when a matching seat frees up |
list_seat_alerts | The traveller's alerts, with departure countdowns |
delete_seat_alert | Remove an alert |
Seat map, review and alert results render as interactive MCP Apps widgets in clients that support them.
OAuth 2.1 with PKCE and dynamic client registration — there is no API key to request, and no form to fill in. Your client discovers everything it needs from the 401 challenge.
https://mcp.flightseatmap.com/.well-known/oauth-protected-resource/mcphttps://mcp.flightseatmap.com/.well-known/oauth-authorization-serverScopes are read, write and search. Tools request only the scope they need.
| Path | Purpose |
|---|---|
plugin.json | Agent Plugins manifest — loads in Cursor unchanged |
mcp.json | Server declaration, Agent Plugins form |
.claude-plugin/plugin.json | Claude Code plugin manifest |
.claude-plugin/marketplace.json | Claude Code marketplace entry, so /plugin marketplace add FlightSeatmap/mcp works |
.mcp.json | Server declaration, Claude Code form |
.grok-plugin/plugin.json | xAI Grok marketplace manifest |
gemini-extension.json | Gemini CLI extension manifest |
server.json | Manifest for the official MCP Registry |
skills/ | Agent skills describing how to use the tools well |
commands/ | Slash commands (/seatmap, /best-seats) |
Five ecosystems, five manifest conventions, one server. mcp.json and .mcp.json hold the same endpoint in the two shapes different clients look for — change both together. .grok-plugin/plugin.json points its mcpServers at mcp.json rather than repeating it.
The seat data, the API and the site are a separate, closed-source product. This repo is the connection glue, and it is MIT licensed.
QF1, BA117, UA900), not route. A date helps, because aircraft swap between dates.FlightSeatMap is operated by Merchant Software Solutions Limited, a company registered in England and Wales (no. 14098922), The Old Court House, Clark Street, Morecambe, LA4 5HR.