seoul-data
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@seoul-datawhat's the air quality in Gangnam?"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
mcp-seoul-data
Seoul Open Data MCP — city data for Seoul via the Seoul Open Data Plaza API
Part of Pipeworx — an MCP gateway connecting AI agents to 1576+ live data sources.
Tools
Tool | Description |
| Seoul property/apartment SALE transactions (실거래가) from the official registry. PREFER for "apartment prices in ", "recent Seoul real-estate sales", "what did sell for". Optionally filter by year and district code. Returns building name, neighborhood (dong), sale price (KRW), floor area (m²), floor, and contract date. Common district codes: |
| Real-time air quality across Seoul districts (자치구) — PM10, PM2.5, ozone, NO2, CO, SO2, the comprehensive air index (CAI), and its grade (좋음/Good … 나쁨/Bad). Use for "air quality in Seoul / ", "Seoul PM2.5 right now". |
| Seoul cultural events — exhibitions, concerts, festivals, performances — with title, category, district, date, venue, target audience, and fee. Use for "cultural events in Seoul", "what's on in ". |
| Generic passthrough to ANY Seoul Open Data Plaza service by its service name (서비스명) — returns the raw rows. Use when a specific Seoul dataset is needed that the named tools don't cover (e.g. "CardSubwayStatsNew" subway ridership, "GetParkingInfo" parking, "tbCycleStationInfo" bike stations, "SPOP_LOCAL_RESD_DONG" population). Browse services at data.seoul.go.kr. |
Related MCP server: Open Data MCP
Quick Start
Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):
{
"mcpServers": {
"seoul-data": {
"url": "https://gateway.pipeworx.io/seoul-data/mcp"
}
}
}What this endpoint actually serves
tools/list at https://gateway.pipeworx.io/seoul-data/mcp returns the tools in the table
above plus the shared Pipeworx meta-tools — ask_pipeworx,
discover_tools, search_within, remember/recall and the rest of the
gateway-wide set. So the tool count you see is larger than this table: a
single-pack endpoint currently lists roughly 30 shared tools alongside the
pack's own. The connection's initialize response states its exact scope, and
is the authoritative answer for a given day.
This is deliberate, not multiplexing by accident. The meta-tools are what let a
scoped connection answer a question this pack does not cover — via
ask_pipeworx, which routes across the whole catalog — without you adding a
second MCP server. There is currently no way to mount a pack endpoint without
them; if the extra schemas cost you more context than the routing is worth,
connect to the full gateway once rather than to several pack endpoints.
Or connect to the full Pipeworx gateway to get every pack's tools listed directly, instead of just this one's:
{
"mcpServers": {
"pipeworx": {
"url": "https://gateway.pipeworx.io/mcp"
}
}
}Both URLs reach the same gateway and the same 1576+ data sources. The
only difference is which pack's tools are listed directly; ask_pipeworx
reaches all of them from either one.
Standalone (no gateway account)
This package also runs as a local stdio MCP server — no Pipeworx account, no gateway round-trip:
{
"mcpServers": {
"seoul-data": {
"command": "npx",
"args": ["-y", "@pipeworx/mcp-seoul-data"]
}
}
}Or run it directly to confirm it starts:
npx -y @pipeworx/mcp-seoul-dataIt speaks MCP over stdin/stdout and answers initialize/tools/list/tools/call
for only this pack's tools — none of the shared meta-tools the gateway
connection above adds. Same source, same tools, no ask_pipeworx routing.
Using with ask_pipeworx
Instead of calling tools directly, you can ask questions in plain English — this works on the pack endpoint above as well as on the full gateway:
ask_pipeworx({ question: "your question about Seoul Data data" })The gateway picks the right tool and fills the arguments automatically.
More
License
MIT
This server cannot be deployed
Maintenance
Related MCP Connectors
Search and query government open-data portals (Socrata SODA API).
Find official Korean public datasets, agency-site menus, disclosure listings, and source URLs.
Seoul apartment signals: 25 districts from official transactions, scans. Pay-per-call x402.
Korean government open data - weather, population, law search via data.go.kr
Related MCP Servers
- AlicenseNot gradedqualityDmaintenanceEnables access to Korean public data services through OpenAPI integration. Supports querying government datasets like parking information in Sejong City through natural language interactions.MIT
- AlicenseNot gradedqualityDmaintenanceEnables exploration and interaction with South Korea's Public Data Portal (OpenAPI) through keyword search, standard documentation retrieval, and direct API endpoint calls with automatic service key injection.11Apache 2.0
- AlicenseNot gradedqualityDmaintenanceEnables AI to query real-time Korean public data including weather, real estate prices, air quality, economic indicators, and business registration via natural language.1MIT
- AlicenseAqualityBmaintenanceProvides real-time Seoul city data including population congestion, traffic, parking, transit, bikes, EV chargers, weather, events, commercial, accidents, alerts, and news across 121 locations using Seoul Open Data API.312 npm3MIT