estat-mcpSearch and retrieve Japanese government statistics (人口, GDP, CPI, 貿易, 雇用) from e-Stat API — Japan's official open data portal with 3,000+ statistical tables....
Install via ClawdBot CLI:
clawdbot install ajtgjmdjp/estat-mcpGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://www.e-stat.go.jp/api/api-info/use-apiAudited Apr 18, 2026 · audit v1.0
Generated Mar 21, 2026
Economists and policy analysts use this skill to fetch GDP, CPI, and employment data for Japan to monitor economic trends, assess policy impacts, and produce reports. They can filter data by year and region, such as comparing Tokyo's GDP growth to national averages, supporting evidence-based decision-making.
Companies planning to enter the Japanese market utilize this skill to retrieve population and trade statistics by prefecture and commodity. For example, analyzing import trends for specific goods helps identify demand patterns and target regions, informing market entry strategies and resource allocation.
Journalists and data reporters employ this skill to quickly access official statistics like unemployment rates or population changes for news articles and visualizations. They can search for recent data on topics like labor force surveys to create timely, accurate stories on social and economic issues in Japan.
Researchers in sociology or economics use this skill to gather longitudinal data on topics such as population demographics or trade flows for academic studies. By fetching data in JSON format, they can perform statistical analyses and model trends over time, enhancing research papers and publications.
Financial analysts and investors leverage this skill to access economic indicators like GDP and CPI to assess Japan's economic health and forecast market conditions. They can filter data by time periods to track inflation trends, supporting investment decisions and risk assessments for portfolios.
Offer a subscription service that provides curated datasets and insights from e-Stat API, targeting businesses needing regular updates on Japanese statistics. Revenue is generated through tiered monthly or annual fees based on data access levels and analytical features, with potential upsells for custom reports.
Provide consulting services where experts use this skill to analyze e-Stat data for clients, such as market research firms or government agencies. Revenue comes from project-based fees for delivering tailored insights, data visualizations, and strategic recommendations based on specific statistical queries.
Develop and sell tools or plugins that integrate this skill into existing business intelligence platforms or data pipelines, simplifying access to e-Stat data for enterprises. Revenue is generated through one-time sales or licensing fees for the software, with ongoing support and updates as additional revenue streams.
💬 Integration Tip
Set the ESTAT_APP_ID environment variable securely and use the search command first to find relevant table IDs before fetching data with filters for efficient integration.
Scored May 16, 2026
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