agentmods.dev

TWSEMCPServer: Instructions file for Claude Code

CLAUDE.md

TWSEMCPServer CLAUDE.md is an instructions file for Claude Code from twjackysu/TWSEMCPServer. It costs 15,848 tokens per session, scanned A, original, MIT.

Repository instructions for a Python server that provides Taiwan stock-market data through the Model Context Protocol, a standard way for AI tools to call external data services.

In plain words
What is it for?
Use it when adding or fixing tools for Taiwan stocks, exchange-traded funds, futures, options, company reports, trading data, or market indicators.
Why use it?
They document the available market-data sources, their limits, and which endpoints support historical or current information, reducing incorrect data requests.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: mentions CLAUDE.md; mentions Claude Code.

This is twjackysu/TWSEMCPServer's own configuration. It tells Claude Code how to work on TWSEMCPServer itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything TWSEMCPServer configures →

not rated 180repo +2 changed 4d ago A scan 15,848 tokens original MIT
View source ↗ twjackysu/TWSEMCPServer
Reuse

Borrowing it

Nothing to install: this file belongs to twjackysu/TWSEMCPServer. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/twjackysu/TWSEMCPServer/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/twjackysu/TWSEMCPServer

Made for: Claude Code.

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Per session 15,848 This file is loaded in full into every session.
When invoked 15,848 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.15848 $0.15848
Opus 5.5 $0.06339 $0.06339
Sonnet 5.5 $0.03170 $0.03170
Haiku 4.5 $0.01585 $0.01585

Measured 4d ago against content hash 39b677d47e04, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

TWSEMCPServer CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

CLAUDE.md · 293 lines

How it starts

The opening of the file, as written. The whole thing — 293 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

Project Overview

TWStockMCPServer is a Model Context Protocol (MCP) server for Taiwan stock market data analysis. Built with FastMCP (Python) and requests. Data sources:

  • TWSE OpenAPI (openapi.twse.com.tw) — 105 tools: 公司治理、ESG、財務比率、公告名單、權證、券商
  • TWSE Web API (twse.com.tw) — 19 tools（不帶 date 即回最新交易日／本月；取代了同資料的 OpenAPI 僅最新版）: 歷史日K、月均價、融資融券（/exchangeReport）；估值（/rwd/zh/afterTrading/BWIBBU_d —— /exchangeReport/BWIBBU_ALL 會忽略 date 參數，只回最新交易日，不可用於歷史查詢）；三大法人買賣超日報、個股明細（/rwd/zh/fund/T86）；三大法人買賣金額、全市場收盤行情、市場成交量值、加權指數歷史、外資持股歷史（/rwd/zh/...，可查任意過去日期，與同名 openapi.twse.com.tw 端點僅回傳最近約12個交易日不同）；個股月/年成交彙總、鉅額交易明細（無伺服器端股票篩選，本地端過濾）、融券借券餘額/成交、除權除息計算結果（TWT49U）、當日沖銷交易（TWTB4U）、全部指數含類股指數（MI_INDEX type=IND）（/rwd/zh/...）（legacy JSON，非 Swagger）
  • MIS (mis.twse.com.tw) — 2 tools: 盤中多股即時報價；ETF 已發行單位數／預估淨值／折溢價（stock/data/all_etf.txt，get_etf_daily_nav）
  • TPEx OpenAPI (tpex.org.tw/openapi) — 5 tools: 上櫃日收盤（最新一日；get_otc_daily 帶 date 時改用網站 afterTrading/otc（sources/tpex/daily_quotes.py），該來源不含定價交易、無均價）、注意股、處置股、零股、櫃買指數
  • TAIFEX OpenAPI (openapi.taifex.com.tw) — 6 tools: 選擇權分析（Delta/OI增減）、保證金、年月統計（這些沒有下載頁對應）
  • TPEx 網站 (www.tpex.org.tw/www/zh-tw/...) — 7 tools: 上櫃個股日K、三大法人明細（insti/dailyTrade，可依外資／投信／自營商排行）、三大法人買賣金額彙總（insti/summary 日／週／月，2026-10-19 與 openapi tpex_3insti_summary 8 列逐列相同後取代之）、融資融券、本益比/殖利率/淨值比、外資持股排行、除權除息計算結果（預設最新交易日，可查任意過去日期）
  • MOPS 公開資訊觀測站 (mops.twse.com.tw/mops/api, mopsov.twse.com.tw): 綜合損益表／資產負債表／現金流量表、月營收、股利（預設最新一期，可查任意過去期間；上市櫃、興櫃、公發公司皆可）、重大訊息（t05st01/t05st02 + 全文 *_detail）、董監持股與設質（stapap1）、內部人持股異動（query6_1）、庫藏股（t35sc09）、背書保證與資金貸與（t05st11）、法說會 — 11 tools
  • TDCC 集保 (opendata.tdcc.com.tw、www.tdcc.com.tw/portal/zh/smWeb/qryStock) — 1 tool: 集保戶股權分散表（weeks=1 最新一週完整級距，走開放資料 CSV；weeks 2–13 為逐週大戶／散戶趨勢，走查詢頁）
  • 投信投顧公會 ETF 專區 (www.sitca.org.tw/ROC/SITCA_ETF/、/ROC/Industry/IN2629|IN2630，utils/sitca.py) — 3 tools: get_etf_info（所有投信、上市與上櫃 ETF 基本資料；單檔另合併證交所 t187ap47_L 與櫃買 ETF/detail，清單補上 SITCA 沒有的期信／外幣級別代號；取代了 get_fund_basic_info）、get_etf_monthly_stats（每月規模／淨值／受益人數／申購買回／定期定額，2007 起）、get_etf_holdings（成分股：基金投資明細每月前十大 2021-08 起、每季占淨值 1% 以上 2021-09 起；以基金名稱對回 ETF 代號，只做精確比對）
  • 國發會 (ws.ndc.gov.tw，data.gov.tw 6099/6100) — 2 tools: 景氣對策信號與景氣指標、PMI/NMI
  • 中央銀行 (cpx.cbc.gov.tw) — 1 tool: 每日匯率
  • 衍生分析 (tools/analytics/) — 4 tools: 還原權息日K、技術指標、選股 screener、同業比較（services/market_snapshot.py：估值與行情取同一資料日；上市/上櫃產業代碼同一套）。由 services/price_series.py（上市 STOCK_DAY（sources/twse/stock_day.py）／上櫃 tradingStock（sources/tpex/trading_stock.py）日K、TWT49U（sources/twse/twt49u.py）／exDailyQ（sources/tpex/ex_daily_q.py）除權息，自動判斷市場並還原）與 utils/indicators.py（純計算）組成
  • TAIFEX 網站下載 (www.taifex.com.tw/cht/3/*Down、dlFutPrevious30DaysSalesData) — 11 tools: 期貨／選擇權每日行情、三大法人（期貨/選擇權分計、總表、各期貨契約、各選擇權契約、買賣權分計）、期貨與選擇權大額交易人（無伺服器端契約篩選，本地端過濾）、Put/Call Ratio。日期留空＝最新交易日（往回逐日找有資料的一天），也可查過去區間。2026-09-29 逐列比對：最新一日的資料涵蓋同名 openapi 端點的全部內容且更完整，因此取代了那 9 個 openapi 工具；選擇權大額交易人於 2026-10-07 同樣逐列比對（320 列，僅「所有月份總計」代碼 999912 vs 999999 不同）後也改用下載頁（largeTraderOptDown，一次最多約一個月，整年區間會被拒絕）。get_futures_intraday：最近 30 個交易日的每筆成交 zip 彙總成分鐘 K 線。get_daily_futures_market_report 的 contract 可填股票代號（openapi SSFLists 換成股票期貨契約）；get_monthly_trading_statistics(market=) 涵蓋期貨與選擇權（openapi）

Read the full file on GitHub · 293 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago Changed · +44 lines · +2,527 tokens per session 39b677d47e04
  2. 5d ago Changed · +51 lines · +5,528 tokens per session 2823cd42e9d8
  3. 7d ago Changed · +1 lines · +378 tokens per session 7a5355d68b14
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  5. 12d ago Changed · +6 lines · +1,068 tokens per session b33683b806ba
  6. 18d ago Changed · +5 lines · +509 tokens per session 7dab4df2ec1d
  7. 26d ago Changed · +16 lines · +1,684 tokens per session 19ece282eb41
  8. 27d ago Changed · +6 lines · +347 tokens per session cebcb48ea280
  9. 1mo ago Changed · +1 lines · +66 tokens per session d7f35b07f6ba
  10. 1mo ago First seen · 161 lines · 3,379 tokens per session scan A 77bb77a5d377

Subscribe to this mod's changes

TWSEMCPServer CLAUDE.md is an instructions file published in the GitHub repository twjackysu/TWSEMCPServer (180 stars, last pushed 4d ago), licensed MIT. It adds 15,848 tokens to every session, about $0.0634 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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