io.github.YoungsoonLee/korea-data-mcp
Korea Data MCP
Is the Korea Data MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-14.
Korean public data: corporate filings, stock prices, apartments, statutes, economic statistics
alive probed 2026-11-15 · unchanged since 2026-11-14
- Bundle
- https://github.com/YoungsoonLee/korea-data-mcp/releases/download/v0.1.10/korea-data-mcp.mcpb (MCPB, for a client that installs bundles; probed in a container with the network off)
- Host
- github.com
- Reports itself as
- korea-data-mcp v0.1.10
- Capabilities
- logging, tools
- Instructions
- none
- Of a 1M window
- 1.1 % of a 1M context window
- Count
- 11k tokens in Claude Opus 5.5, exact, measured 2026-11-14. With the Claude Code prefix mcp__…__ on each tool name: 11k. The o200k_base estimate is 7.0k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/YoungsoonLee/korea-data-mcp
- Website
- https://github.com/YoungsoonLee/korea-data-mcp
- Registry
- active, updated 2026-11-14 · registry entry
- Changes
- 8 recorded, reachable in 8 of them. A row is added when the result, the tool count or the cost changes.
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.55×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| ecos_get_series | 741 | 479 | 7 % |
| datagokr_list_apartment_rents | 727 | 470 | 7 % |
| opendart_get_financials | 701 | 453 | 6 % |
| opendart_list_corporate_actions | 676 | 437 | 6 % |
| datagokr_list_apartment_trades | 608 | 393 | 6 % |
Compare this server with others.
More servers
Other registry entries on github.com, the ones next to this name; all of them.
- chauffeur io.github.YashNaj/chauffeur · crashed on start
- Impactor io.github.YeetDisDude/impactor-mcp · alive
- oriel for Windows io.github.YordiLorenzo/oriel · error
- io.github.Younghef/nutriref · crashed on start
- Bit Lantern io.github.ZaguanLabs/atlas-scout · crashed on start
- io.github.Zahid-Abbas-Ali-Baig/document-converter · crashed on start
- Zerouter io.github.ZerouterAI/zerouter-mcp · alive
- TOMC Memory io.github.ZipengWu365/tomc-memory · crashed on start
Servers that mention korea.
- Bareun — Korean NLP & Spell/Grammar Checking ai.bareun/bareun · alive
- FutureInfra ai.futureinfra/futureinfra · needs auth
- HeyYumi ai.heyyumi/heyyumi · needs auth
- Seldons Korea Trade ai.seldons/korea-business-trade · not MCP
- Timeplex K-Beauty Booking ai.timeplex/booking · alive
- ai.smithery/alphago2580-naramarketmcp · not found
- APICK app.apick/all · alive
- APICK Business app.apick/business · alive
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-11-14 08:13 | alive | 72 ms | 25 | 11k | 7.0k |
| 2026-11-12 09:05 | alive | 82 ms | 24 | 10k | 6.7k |
| 2026-11-09 08:50 | alive | 66 ms | 23 | 9.9k | 6.4k |
| 2026-11-06 08:39 | alive | 20 ms | 22 | 9.1k | 5.8k |
| 2026-11-05 08:40 | alive | 87 ms | 22 | 9.1k | 5.8k |
| 2026-11-01 08:19 | alive | 83 ms | 20 | 7.8k | 5.0k |
| 2026-10-31 07:41 | alive | 96 ms | 18 | 6.7k | 4.3k |
| 2026-10-29 07:53 | alive | 79 ms | 15 | 5.3k | 3.4k |
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.