twse-apiQuery Taiwan Stock Exchange (TWSE) open data via the official OpenAPI (https://openapi.twse.com.tw) — daily stock prices/OHLC, P/E ratio, dividend yield, P/B...
Install via ClawdBot CLI:
clawdbot install nanookai/twse-apiGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://openapi.twse.com.twAudited Sep 29, 2026 · audit v1.0
Generated Sep 29, 2026
Build a daily screener that pulls all listed-stock quotes and fundamentals from STOCK_DAY_ALL and BWIBBU_ALL, then filters client-side by code, P/E, dividend yield, or P/B. Retail investors and analysts use it to surface undervalued or high-yield 台股 candidates without a paid data feed. Since the API refreshes snapshots each trading day, a scheduled job can refresh the dashboard automatically.
Generate a daily or weekly market recap covering the TAIEX index history (MI_5MINS_HIST), whole-market volume/value (FMTQIK), and margin trading balances (MI_MARGN). Publishers and investor-relations teams can distribute this as a newsletter or internal report. No API key or registration is needed, so the pipeline is simple to deploy on a cron job.
Combine monthly revenue (t187ap05_L), income statements (t187ap06_L_ci), balance sheets (t187ap07_L_ci), and company profiles (t187ap03_L) to screen for growth, profitability, and leverage across all TWSE-listed firms. Analysts can rank companies by revenue momentum or earnings quality. Chinese-key endpoints (公司代號, 營業收入-當月營收) must be handled with exact field names.
Track upcoming ex-dividend dates (TWT48U_ALL) and historical dividend distributions (t187ap45_L) to build a calendar for income-focused portfolios. Users can estimate yield timing and cash-flow events across holdings. Because values are snapshots, the calendar is refreshed from the latest published data rather than queried by arbitrary date.
Leverage the corporate-governance endpoints (including insider/director holdings, board data, and ESG disclosures) to monitor governance risk and ESG metrics for listed companies. Compliance teams and ESG funds can flag outliers such as high insider pledge ratios or missing disclosures. The datasets are large, so client-side filtering and caching are essential.
Offer a free tier with delayed or basic TWSE quotes and fundamentals, and a paid tier with real-time refresh, historical caching, alerts, and CSV/API export. The underlying TWSE OpenAPI is free and keyless, so marginal data cost is near zero. Revenue scales with premium users and data-volume tiers.
Wrap the raw TWSE endpoints with normalization, ROC-to-Gregorian date conversion, comma-stripped numeric parsing, and cross-endpoint joins for company fundamentals. Sell the cleaned, queryable API to fintech apps, brokers, and research platforms that don't want to handle 143 flat endpoints themselves. Value comes from reliability, caching, and schema consistency.
Publish free daily market summaries, stock screener results, dividend calendars, and ESG highlights to attract Taiwanese retail investors, monetized through display ads and brokerage affiliate referrals. Content is generated automatically from TWSE OpenAPI snapshots, keeping production costs low. Sponsored placements from securities firms add a secondary revenue stream.
💬 Integration Tip
All endpoints are plain GET with no parameters, so integration is trivial—but always fetch the whole array and filter client-side by Code or 公司代號, and remember every value is a string that may contain commas or '-' for N/A. Handle ROC dates (7-digit like 1150706 = 2026-07-06) and use exact Chinese keys for /opendata endpoints without translating them.
Scored Sep 29, 2026
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