star365 Korea Data
https://data.star365.site/mcp ↗
Description
Korean public data, live KMA weather and warnings, and 10,956 government benefit programmes.
What our measurements say
star365 Korea Data is a remote MCP server published at data.star365.site. It has been probed 6 times since 9/14/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 921 ms, a delay an agent will notice. It offers a narrow, focused set of 10 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Some tools have clear, specific purposes (e.g., 'benefits_detail' for program specifics).
- Parameters include required/optional indicators and basic type definitions.
Weaknesses
- Tool names like 'search_data' and 'search_catalog' are ambiguous and risk overlap.
- Descriptions for 'list_regions' and 'demand_rank' lack sufficient context for agent decision-making.
- Parameter 'minAxes' in 'list_regions' uses unclear terminology without explanation.
search_data— Name is generic; could be more specific (e.g., 'public_data_search')list_regions— Parameter 'minAxes' lacks clear definition or contextsearch_catalog— Overlaps with 'search_data' in purpose, risking tool selection confusion
Verdict
Event narrative
Risk: low
- 2026-09-14T06:26:32.997Z — smokeOk changed from null to true · Potential transient stability improvement detected
- 2026-09-14T08:31:43.472Z — smokeOk changed from true to null · Possible temporary degradation in smoke test results
- 2026-09-14T10:35:25.378Z — smokeOk remained null · No change in smoke test status after previous fluctuation
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test passed · last run:
- Cold-start: cold 271ms → warm 270ms (penalty 1ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
search_dataFind Korean public-data records by region and topic. Examples: Gangneung libraries, Busan Jung-gu parking, Jeju tourism. A region word is read as an administrative area (abbreviations work); the rest is matched against record content and dataset names. The response echoes exactly how it was read in `interpreted`. Use it for what-is-where questions. / 지역과 주제로 공공데이터 레코드를 찾습니다. 해석 결과는 interpreted 에 밝힙니다.
querystringrequiredlimitinteger
region_overviewSee at a glance what kinds of data we hold for one Korean city or district, and how many records of each. Good as a first look before planning a trip or a site survey. Returns counts per dataset kind, so you can then drill in with search_data. / 한 시군구에 어떤 자료가 몇 건씩 있는지 한눈에 봅니다.
sidostringrequiredsigungustring
list_regionsKorean districts where several kinds of data overlap. Check here first to see which regions we can actually answer about. / 자료가 여러 종류 겹쳐 있는 시군구 목록입니다.
minAxesinteger
weather_nowCurrent nationwide Korean temperature, humidity and wind, plus weather warnings that are IN EFFECT RIGHT NOW. Based on the KMA ultra-short-term observation. These are observations, not a forecast, so it cannot answer about tomorrow. / 기상청 초단기실황 + 현재 발효 중인 특보. 예보가 아니라 관측값입니다.
search_catalogSearch the entire data.go.kr catalogue — INCLUDING datasets we have not loaded yet. Use it when search_data comes back empty, to find out whether such data exists at all and where to get it. / 공공데이터포털 대장 전체 검색. 아직 적재하지 않은 자료도 나옵니다.
querystringrequiredtypestringlimitinteger
list_datasetsThe datasets we have actually loaded, with record counts. Check what we can answer from. / 실제로 적재해 둔 자료 목록과 건수입니다.
querystring
demand_rankSearch-demand ranking. It is an index relative to an anchor (libraries), NOT an absolute search volume. Use it to compare what people look for more, for market or topic research. / 검색 수요 순위. 앵커 대비 상대 지수이며 절대 검색량이 아닙니다.
limitintegerheldOnlyboolean
benefits_matchFind Korean government benefit programmes a person may be eligible for. Filters all 10,956 original records of the Ministry of the Interior and Safety Bojogeum24 registry by age, income bracket, household type and personal traits. A programme that does not state a condition is treated as UNRESTRICTED, not as excluded — so the fewer conditions you give, the more results you get. WARNING: the final entitlement decision belongs to the administering agency. This is a candidate list. / 보조금24 원본 10,956건에서 자격 조건으로 걸러 줍니다. 최종 수급 여부는 소관 기관이 정합니다.
ageintegergenderstringincomestringhouseholdarraytraitsarraylimitintegeroffsetinteger
benefits_detailSee how to apply for one benefit programme: what it provides, the application deadline, required documents, contact point and the law it rests on. Use the id returned by benefits_match. / 지원내용·신청기한·구비서류·문의처·근거법령을 봅니다.
serviceIdstringrequired
benefits_codebookThe full list of classification values used for eligibility matching, with what each means. Read this when you do not know what to put into benefits_match. / 자격 판정에 쓰는 분류 값의 전체 목록과 뜻.
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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