io.github.lovelyquality/korail-mcp
KORAIL MCP
Is the io.github.lovelyquality/korail-mcp MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-30.
한국철도공사(KORAIL) 공공데이터 MCP 서버 — 98개 도구, API 키 신청 불필요. 역·열차·화물·통계 데이터 자연어 조회.
alive probed 2026-11-15 · unchanged since 2026-10-30
- Run it
- uvx korail-mcp@1.0.1 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- KORAIL MCP 1.0.1
- Capabilities
- prompts, resources, tools
- Instructions
- none
- Of a 1M window
- 3.8 % of a 1M context window
- Count
- 38k tokens in Claude Opus 5.5, exact, measured 2026-10-16. With the Claude Code prefix mcp__…__ on each tool name: 39k. The o200k_base estimate is 23k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/lovelyquality/korail-mcp
- Registry
- active, updated 2026-08-26 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.64×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| get_urban_accessibility | 954 | 581 | 2 % |
| get_urban_train_facility | 941 | 573 | 2 % |
| get_urban_train_environment | 918 | 559 | 2 % |
| get_freight_carriage | 892 | 543 | 2 % |
| get_urban_movement | 856 | 521 | 2 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
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- SHEARLINE io.github.lostnumber07/shearline · needs mcp<2
- Lovec io.github.lovec-tech/lovec-mcp · alive
- SaturnZap io.github.lqwdtech/saturnzap · not found
- Python Exec Sandbox io.github.lu-zhengda/mcp-python-exec-sandbox · alive
- io.github.luarss/openroad-mcp · alive
- diagonaldiagrams io.github.lucas19919/diagonaldiagrams · alive
Servers that mention 한국철도공사 or 공공데이터.
- 한국 해양·낚시 정보 (물때) com.kimnchai/marine-conditions · no DNS
- datagokr — 공공데이터포털 검색을 더 쉽게 (find data.go.kr datasets easily) dev.datagokr/datagokr · alive
- 나라장터 입찰공고 io.github.opendata-kr/narajangteo-bid-mcp · alive
- 나라장터 사용자정보 io.github.opendata-kr/narajangteo-corpinfo · alive
- io.github.wujinkim/korea-business-verify · alive
- Korea Public Data io.github.groove79/mcp-public-data · alive
- Korea Real Estate io.github.hall7024/korea-realestate-mcp · alive
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
- This server is in the heaviest 10 % of the registry. Shorter descriptions, fewer optional parameters and fewer tools cut the cost. The command npx mcpcost --url <endpoint> --tools 50 lists every tool with its cost.