Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Deep, obscure Japanese station, accessibility & hazard data for AI agents. English-first.
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.
AuthorizationValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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Pick your app above. We remember it, so next time the button says “Install in …”.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http japan-data-api https://api.gachi-tokusuru.com/mcp --header 'Authorization: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"japan-data-api": {
"url": "https://api.gachi-tokusuru.com/mcp",
"headers": {
"Authorization": "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": {
"japan-data-api": {
"type": "http",
"url": "https://api.gachi-tokusuru.com/mcp",
"headers": {
"Authorization": "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 address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
Authorization secret required HTTP headerThese 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 8, 2026
The publisher (gachi-tokusuru.com) is not the repo owner (eng213035); someone else may have listed it
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 0 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.
You need to fill in: Authorization
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 (1.0.1) reached the registry 4 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, Winecellarbuilders
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.
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This is a hosted service. You do NOT self-host it.
Get a free API key at https://api.gachi-tokusuru.com and connect to the remote endpoint below.
The source in this repo is published for transparency; the data lives in the hosted backend, so a local clone will not return data.
Deep, obscure Japanese data you won't find anywhere else — stations, accessibility, vacancy, hazards. Hand-verified, English-first, built for AI agents. Available as an MCP server, a REST API, and free open datasets. One key works for both the API and MCP.
station_id: https://github.com/eng213035/gachi-open-datasets (Zenodo DOI 10.5281/zenodo.21199500).Station names accept Japanese (新宿) or romaji (Shinjuku, Kita-Senju) for major stations.
https://api.gachi-tokusuru.com/mcpAuthorization: Bearer — free key at https://api.gachi-tokusuru.com{
"mcpServers": { "gachi-data": { "url": "https://api.gachi-tokusuru.com/mcp", "headers": { "Authorization": "Bearer YOUR_API_KEY" } } } }
| Tool | Argument | Returns |
|---|---|---|
get_toilet_by_station | station (Japanese or romaji) | Accessible toilets in a Tokyo station, with nearest_exit |
get_public_toilet_by_city | city (Japanese) | Public toilets in a municipality (top 50 for large cities) |
get_station_hazard | station_name (Japanese or romaji) | Official MLIT hazard categories at a station (flood / liquefaction / storm-surge), relayed live, cached 14 days — no derived score. Landslide & tsunami are license-restricted (available:false + link to official maps). Not a substitute for official hazard maps. |
GET /v1/station-toilets/search?station=Shinjuku — accessible toilets in a Tokyo stationGET /v1/toilets/nearby?lat=&lng=&radius=&wheelchair=&ostomate=&diaper= — public toilets near a pointGET /v1/stations/{station_id}/hazard — official MLIT hazard categories at a station, relayed live (flood inundation-depth rank, liquefaction/landform, storm-surge presence). Values are returned verbatim from 国土交通省 不動産情報ライブラリ with attribution, cached 14 days — no derived score, and not a substitute for official hazard maps. Landslide & tsunami source layers are 一部非商用 (license-restricted), so they return available:false with a link to the official hazard maps. Also available as the MCP tool get_station_hazard(station_name). station_id comes from the Japan Station Master (e.g. st_00001); 423 of 425 stations have coordinates (2 remain unlocated → hazard: null).All endpoints use the same Authorization: Bearer and share one monthly quota. Full spec: /openapi.yaml, docs: /docs.
curl -X POST https://api.gachi-tokusuru.com/mcp \
-H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" \ -d '{"jsonrpc":"2.0","id":1,"method":"tools/call", "params":{"name":"get_toilet_by_station","arguments":{"station":"Shinjuku"}}}'
Free 1k · Pro $19/100k · All Access $49/200k · Business $149/500k. Full details: https://api.gachi-tokusuru.com
Paid plans are self-serve: after Stripe checkout the customer is redirected to /activate?session_id=…, which verifies payment, resolves the plan from the paid amount, and issues the API key on the page (idempotent per session — reload shows the same key). No manual key handling.
key:* records and disable keys for lapsed subscribers. A customer.subscription.deleted webhook → auto-revoke is the next phase./activate is by paid amount (AMOUNT_TO_PLAN: $19/$49/$149). If a new plan reuses an existing amount, add an explicit mapping.attribution. It is derived from:nearest_exit, nearest_station_km, and bus-stop counts are computed via spatial join.