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Search, retrieve, and analyze official Korean statistics from the KOSIS API.
The materials indicate this MCP tool mainly retrieves and analyzes Korean statistical data via the KOSIS OpenAPI, requires no secrets, and is open source for inspection. No clear high-risk red flags are evident, but as a third-party tool that executes code and likely performs network requests, its runtime scope and dependency provenance still warrant caution.
The materials explicitly state that no keys or environment variables are required. No API key, account token, or local sensitive credential requirement is shown, so credential exposure and abuse risk appears low.
The description says it searches and retrieves Korean statistical data from the KOSIS OpenAPI, indicating network access related to its stated function. Although no specific host is listed, it should be treated as sending query content to an external statistics service; no red flag currently suggests exfiltration to unrelated or unknown endpoints.
The system flags it as executes-code, meaning it runs tool code/processes locally; this is a normal MCP-tool capability. The provided materials do not show requests for unusual system privileges or high-risk operations unrelated to statistical queries.
The materials do not claim any need to read local files, write to disk, access databases, or touch local resources beyond the query context. Based on the available information, its data scope appears mainly limited to user requests and returned remote statistics, with no sign of overbroad access.
This is an open-source MIT-licensed repository, which is a meaningful risk-reducing factor because the code is auditable. However, it comes from a third-party registry, has 0 stars, and an unknown maintenance status, so supply-chain trust remains limited and the repository code and dependencies should be reviewed before use.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "korean-stat-mcp" yet — see the docs or source repo.
Please query KOSIS for South Korea's total population over the past 10 years, organize it by year in a table, and summarize the main trends.
A year-by-year population table with a brief analysis of population trends.
Please retrieve South Korea's employment rate statistics for the last 5 years, compare the yearly changes, and identify any clear increases or decreases.
A comparison of employment rates with a summary of the direction and magnitude of changes over five years.
Please get the latest per-capita income or regional GDP data for South Korea's regions from KOSIS and rank them from highest to lowest.
A ranked list of regional economic indicators that can support further regional disparity analysis.
Query Korean official statistics in natural language with regional and trend analysis.
Query Korean demographic statistics and visualize them as choropleth maps
Access global statistical data, generate charts, and perform statistical analysis.
Analyze Korean stocks and corporate disclosures with official DART and KRX data.
Query Korean apartment sales and rental data and compute price statistics.
Check Korean spelling and correct grammar directly inside MCP clients.