# Star365 Data MCP server

Source: https://glimind.com/server/mcp-registry%2Fsite.star365%2Fdata
Registry id: `mcp-registry/site.star365/data`
Status: live (checked 2026-10-27T08:58:42.646Z)

## Verdict

Star365 Data MCP server answered 99.92% of Glimind's liveness checks over 30 days, better than 30% of MCP servers, with 670 ms median handshake and 2 outages in 90 days. Its agent-readiness grade is A (96/100) across 10 tools, costing an agent about 1,841 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 99.92% | 30% of MCP servers |
| Median handshake latency | 670 ms | 33% of MCP servers |
| p95 handshake latency | 3153 ms | — |
| Checks in 30 days | 5,002 | — |
| Outages, 90 days | 2 | — |
| Median recovery | 16 min | — |
| Agent-readiness score | 96/100 (A) | 82% of MCP servers |
| Tools | 10 | — |
| Tool-list size for an agent | ~1,841 tokens | 54% of MCP servers |
| Days observed | 29 | — |

## Install

```json
{
  "mcpServers": {
    "star365-data-mcp-server": {
      "type": "http",
      "url": "https://data.star365.site/mcp"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http star365-data-mcp-server https://data.star365.site/mcp
```

## Tools (10)

- `benefits_codebook`: The 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
- `benefits_detail`: See 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 re
- `benefits_match`: Find Korean government benefit programmes a person may be eligible for. Filters all 10,956 original records of the Ministry of the Interior and Safety Bojogeum2
- `demand_rank`: Search-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 
- `list_datasets`: The datasets we have actually loaded, with record counts. Check what we can answer from. / 실제로 적재해 둔 자료 목록과 건수입니다. 무엇으로 답할 수 있는지 확인할 때 씁니다.
- `list_regions`: Korean 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. 어느 지역에 대해
- `region_overview`: See 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 
- `search_catalog`: Search 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 exis
- `search_data`: Find Korean public-data records by region and topic. Examples: Gangneung libraries, Busan Jung-gu parking, Jeju tourism. A region word is read as an administrat
- `weather_now`: Current nationwide Korean temperature, humidity and wind, plus weather warnings that are IN EFFECT RIGHT NOW. Based on the KMA ultra-short-term observation. The

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.