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TWSE MCP Server

TWSE MCP Server

by pyang2045

TWSE MCP Server

npm version License: MIT Node.js Version

A Model Context Protocol (MCP) server that provides real-time access to Taiwan Stock Exchange (TWSE) market data, financial reports, and trading analytics through Claude Desktop.

๐Ÿš€ Quick Start

npx twse-mcp

No installation required! The server connects directly to TWSE's official API to provide comprehensive market data.

Related MCP server: Taiwan Stock Real-Time Analysis MCP Server

๐Ÿ“‹ Features

Market Data & Analytics

  • ๐Ÿ“Š Real-time Trading Data - Daily stock prices, volumes, and OHLC data

  • ๐Ÿ“ˆ Market Indices - TAIEX and sector indices with real-time updates

  • ๐Ÿ’น Technical Indicators - P/E ratios, dividend yields, price-to-book values

  • ๐Ÿ“‰ Trading Analytics - Top volume stocks, margin trading, 5-second bid/ask stats

Financial Intelligence

  • ๐Ÿ’ฐ Financial Statements - Quarterly income statements and balance sheets

  • ๐Ÿ“Š Revenue Reports - Monthly revenue with YoY/MoM comparisons

  • ๐ŸŽฏ Profitability Metrics - ROE, ROA, profit margins by company

  • ๐Ÿญ Industry Analysis - EPS statistics and comparisons by sector

Investment Insights

  • ๐ŸŒ Foreign Investment - Top foreign holdings and sector preferences

  • ๐Ÿ“ˆ ETF Rankings - Most popular ETFs by investor accounts

  • ๐Ÿข Corporate Actions - New IPOs and delisted companies

  • ๐Ÿ“… Market Calendar - Trading holidays and market schedules

๐Ÿ› ๏ธ Installation

# Run directly without installation
npx twse-mcp

Option 2: Global Installation

# Install globally
npm install -g twse-mcp

# Run the server
twse-mcp

Option 3: Local Development

# Clone repository
git clone https://github.com/pyang2045/twsemcp.git
cd twse-mcp

# Install dependencies
npm install

# Build and run
npm run build
npm start

๐Ÿ”ง Claude Desktop Configuration

macOS

Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "twse": {
      "command": "npx",
      "args": ["twse-mcp"],
      "env": {}
    }
  }
}

Windows

Add to %APPDATA%\Claude\claude_desktop_config.json:

{
  "mcpServers": {
    "twse": {
      "command": "npx",
      "args": ["twse-mcp"],
      "env": {}
    }
  }
}

๐Ÿ“š Available Tools

Market Data (6 tools)

Tool

Description

Example Query

getStockDaily

Daily trading data for all stocks

"Show today's stock prices"

getStockPERatios

Valuation metrics

"Find undervalued stocks"

getMarketIndex

Market indices (TAIEX, etc.)

"How's the market today?"

getStockDayAvg

Daily close vs monthly average

"Show price averages"

getMonthlyStats

Monthly trading statistics

"Get monthly highs and lows"

searchStock

Search specific stock

"Find TSMC stock data"

Financial Reports (6 tools)

Tool

Description

Example Query

getMonthlyRevenue

Monthly revenue reports

"Show revenue growth"

getIncomeStatement

Quarterly P&L statements

"Get earnings data"

getBalanceSheet

Quarterly balance sheets

"Check debt levels"

getIndustryEPS

EPS by industry

"Compare sector earnings"

getProfitAnalysis

ROE, ROA, margins

"Find profitable companies"

searchFinancials

Company-specific financials

"Get TSMC financial reports"

Trading Analysis (3 tools)

Tool

Description

Example Query

getTop20Volume

Most traded stocks

"What's hot today?"

getMarginTrading

Margin/short data

"Show leverage levels"

getFiveSecondStats

Real-time bid/ask

"Get order flow"

Investment Research (7 tools)

Tool

Description

Example Query

getTopForeignHoldings

Top foreign holdings

"What are foreigners buying?"

getForeignCategoryHoldings

Foreign investment by sector

"Foreign sector preferences"

getNewListings

Recent IPOs

"Show new stocks"

getSuspendedListings

Delisted companies

"Which stocks were delisted?"

getETFRanking

Popular ETFs

"Top ETF choices"

getIndexHistory

Historical index data

"TAIEX history"

getHolidaySchedule

Market calendar

"When is market closed?"

๐Ÿ’ก Example Usage

Basic Market Check

You: "How's the Taiwan stock market doing today?"
Claude: [Uses getMarketIndex to show TAIEX and major indices]

You: "What are the most active stocks?"
Claude: [Uses getTop20Volume to display top traded stocks]

Company Research

You: "Analyze TSMC's financial performance"
Claude: [Uses searchFinancials("2330", "income") for earnings]
        [Uses searchFinancials("2330", "balance") for financial position]
        [Uses searchFinancials("2330", "profit") for profitability metrics]

Investment Screening

You: "Find high dividend yield stocks"
Claude: [Uses getStockPERatios to filter for high dividend yields]

You: "Show me what foreign investors are buying"
Claude: [Uses getTopForeignHoldings for top 20 foreign picks]

๐Ÿ” Search Functions

searchStock

Search for specific stock data:

{
  "query": "2330",        // Stock code or name
  "dataType": "daily"     // "daily" | "peratio" | "monthly"
}

searchFinancials

Search company financial reports:

{
  "stockCode": "2330",    // Company stock code
  "reportType": "income"  // "revenue" | "income" | "balance" | "profit"
}

๐Ÿ“Š Data Sources

  • Official API: Taiwan Stock Exchange OpenAPI

  • Base URL: https://openapi.twse.com.tw/

  • Update Frequency:

    • Real-time: 5-second stats during market hours

    • Daily: After market close (~14:30 TST)

    • Monthly: Financial reports on 10th of each month

    • Quarterly: Financial statements 45 days after quarter end

๐Ÿ”ง Development

Prerequisites

  • Node.js >= 18.0.0

  • TypeScript 5.0+

Build from Source

# Install dependencies
npm install

# Development mode (with hot reload)
npm run dev

# Build for production
npm run build

# Run tests
npm test

Project Structure

twse-mcp/
โ”œโ”€โ”€ src/
โ”‚   โ”œโ”€โ”€ index.ts           # MCP server implementation
โ”‚   โ””โ”€โ”€ api/
โ”‚       โ””โ”€โ”€ twse-client.ts # TWSE API client
โ”œโ”€โ”€ dist/                  # Compiled JavaScript
โ”œโ”€โ”€ bin/                   # CLI executable
โ””โ”€โ”€ examples/              # Configuration examples

๐Ÿ“ API Response Format

All tools return JSON data with Traditional Chinese field names:

{
  "ๅ…ฌๅธไปฃ่™Ÿ": "2330",
  "ๅ…ฌๅธๅ็จฑ": "ๅฐ็ฉ้›ป",
  "ๆ”ถ็›คๅƒน": "595.00",
  "ๆœฌ็›Šๆฏ”": "25.83",
  "ๆฎ–ๅˆฉ็އ": "2.02"
}

โš ๏ธ Limitations

  • Rate Limits: TWSE API may have rate limiting

  • Data Delay: Some data has 15-20 minute delay

  • Language: Field names in Traditional Chinese

  • Market Hours: Real-time data only during TSE trading hours (09:00-13:30 TST)

  • Data Volume: Large queries return first 100 records

๐Ÿค Contributing

Contributions are welcome! Please see our Contributing Guide for details.

Development Workflow

  1. Fork the repository

  2. Create feature branch (git checkout -b feature/amazing-feature)

  3. Commit changes (git commit -m 'Add amazing feature')

  4. Push to branch (git push origin feature/amazing-feature)

  5. Open Pull Request

๐Ÿ“œ License

MIT License - see LICENSE file for details

๐Ÿ™ Acknowledgments

  • Taiwan Stock Exchange for providing the OpenAPI

  • Anthropic for the MCP SDK

  • Contributors and users of this project


Available Tools

22 tools
getBalanceSheetA

Get quarterly balance sheets for all listed companies (general industry)

Inputs: no named parameters.

getETFRankingB

Get top ETFs by regular investment accounts

Inputs: no named parameters.

getFiveSecondStatsB

Get real-time 5-second bid/ask and transaction statistics

Inputs: no named parameters.

getForeignCategoryHoldingsC

Get foreign investor holdings by industry category

Inputs: no named parameters.

getHolidayScheduleA

Get TWSE market holiday schedule and trading days

Inputs: no named parameters.

getIncomeStatementB

Get quarterly income statements for all listed companies (general industry)

Inputs: no named parameters.

getIndexHistoryB

Get historical TAIEX index data (open, high, low, close)

Inputs: no named parameters.

getIndustryEPSA

Get earnings per share (EPS) statistics by industry

Inputs: no named parameters.

getMarginTradingC

Get margin trading and short selling statistics

Inputs: no named parameters.

getMarketIndexA

Get daily market index statistics including TAIEX and other indices

Inputs: no named parameters.

getMonthlyRevenueB

Get monthly revenue reports for all listed companies

Inputs: no named parameters.

getMonthlyStatsB

Get monthly stock trading statistics including high/low prices and volumes

Inputs: no named parameters.

getNewListingsA

Get recently listed companies on TWSE

Inputs: no named parameters.

getProfitAnalysisA

Get comprehensive profitability analysis including ROE, ROA, profit margins

Inputs: no named parameters.

getStockDailyB

Get daily trading information for all listed stocks on TWSE

Inputs: no named parameters.

getStockDayAvgB

Get daily closing prices and monthly average prices for all stocks

Inputs: no named parameters.

getStockPERatiosA

Get P/E ratios, dividend yields, and price-to-book ratios for all stocks

Inputs: no named parameters.

getSuspendedListingsB

Get companies that have been delisted or suspended

Inputs: no named parameters.

getTop20VolumeA

Get top 20 stocks by daily trading volume

Inputs: no named parameters.

getTopForeignHoldingsC

Get top 20 foreign and mainland investor stock holdings

Inputs: no named parameters.

searchFinancialsC

Search financial reports for specific company

Inputs: stockCode (required), reportType.

searchStockC

Search for specific stock information by code or name

Inputs: query (required), dataType.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelogโ€ฆ

    TDQS

    B3.3/5.0

    Scored across 22 tools

    Disambiguation4/5

    Tools target distinct data categories (financial statements, trading stats, indices, etc.) with clear descriptions. Minor overlap between daily, real-time, and monthly stock stats, but each serves a specific purpose.

    Naming Consistency4/5

    Most tools follow a 'get' + noun phrase pattern. Two search tools (searchFinancials, searchStock) break the pattern, but overall naming is predictable.

    Tool Count5/5

    22 tools cover a wide range of TWSE data without being excessive. Each tool seems necessary for comprehensive market and financial reporting.

    Completeness4/5

    Covers fundamental statements, daily/monthly/real-time trading, indices, EPS, PER, margin trading, foreign holdings. Lacks some advanced data like order book or corporate actions, but solid for typical investor needs.

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