Baguskto Saham - MCP Server untuk Data Saham Indonesia

MCP Server untuk mengakses data Bursa Efek Indonesia (IDX) dengan dukungan data historis lengkap dari tahun 2019. Dibangun dengan TypeScript dan @modelcontextprotocol/sdk, server ini memungkinkan AI assistant untuk mengambil informasi saham real-time, data historis komprehensif, analisis teknikal, dan performa sektor.

v1.0.5 Features

• ✅ Data historis 2019-2025 (958 saham)

• ✅ GitHub Dataset-Saham-IDX terintegrasi

• ✅ Periode 2y dan 5y

• ✅ JSON-RPC compliant

• ✅ Error handling dengan fallback

Features

• Market overview (IHSG, volume, top movers)

• Stock info (price, ratios, market cap)

• Historical data (2019-2025, OHLCV)

• Sector performance

• Stock search dan comparison

• Technical analysis

• 958 saham IDX

• Multi-source dengan fallback

• TypeScript + Zod validation

Quick Start

Instalasi dan Penggunaan dengan npx

Cara termudah menggunakan Baguskto Saham adalah dengan npx:

# Jalankan langsung dengan npx (otomatis install dan run)
npx @baguskto/saham@latest

# Command line options (implemented)
npx @baguskto/saham --help        # Show help
npx @baguskto/saham --version     # Show version

# Environment variables
IDX_MCP_DEBUG=true npx @baguskto/saham@latest  # Debug mode
IDX_MCP_LOG_LEVEL=error npx @baguskto/saham@latest  # MCP mode

Instalasi sebagai Dependency

# npm
npm install @baguskto/saham@latest

# yarn
yarn add @baguskto/saham

# pnpm
pnpm add @baguskto/saham

Local Development

# Clone the repository
git clone https://github.com/baguskto/saham-mcp.git
cd saham-mcp

# Install dependencies
npm install

# Build the project
npm run build

# Run in development mode
npm run dev

# Run tests
npm test

MCP Tools

The server provides 9 comprehensive MCP tools (fully implemented):

1. get_market_overview

Get Indonesian stock market overview including IHSG index.

{
  "name": "get_market_overview",
  "arguments": {}
}

Response:

{
  "success": true,
  "data": {
    "ihsgValue": 7234.56,
    "ihsgChange": 45.23,
    "ihsgChangePercent": 0.63,
    "tradingVolume": 12300000000,
    "tradingValue": 8700000000000,
    "marketStatus": "open",
    "topGainers": [
      {"ticker": "ADRO", "name": "Adaro Energy", "price": 2840, "changePercent": 6.8}
    ],
    "topLosers": [
      {"ticker": "EMTK", "name": "Elang Mahkota", "price": 156, "changePercent": -3.2}
    ],
    "lastUpdated": "2025-01-15T08:30:00.000Z"
  },
  "source": "live",
  "responseTime": 1250
}

2. get_stock_info

Get detailed information for a specific Indonesian stock.

{
  "name": "get_stock_info",
  "arguments": {
    "ticker": "BBCA"
  }
}

3. get_historical_data

Get historical price data for a specific stock from 2019 to present.

{
  "name": "get_historical_data",
  "arguments": {
    "ticker": "TLKM",
    "period": "5y"
  }
}

Parameters:

• ticker: Stock ticker symbol (required)

• period: Time period - "1d", "1w", "1m", "3m", "6m", "1y", "2y", "5y" (default: "1y")

Historical Data Coverage:

• Time Range: July 2019 - Present (6+ years)

• Data Points: ~1,200+ entries per stock

• Stocks Covered: 958 IDX-listed stocks

• Data Quality: 91%+ success rate

4. get_sector_performance

Get performance data for all IDX sectors.

{
  "name": "get_sector_performance",
  "arguments": {}
}

5. search_stocks

Search for stocks by company name or ticker symbol from 958 available stocks.

{
  "name": "search_stocks",
  "arguments": {
    "query": "bank"
  }
}

6. get_stock_analysis

Get comprehensive technical analysis for a stock with indicators and recommendations.

{
  "name": "get_stock_analysis",
  "arguments": {
    "ticker": "BBCA",
    "period": "2y"
  }
}

Parameters:

• ticker: Stock ticker symbol (required)

• period: Analysis period - "1m", "3m", "6m", "1y", "2y", "5y" (default: "1y")

7. compare_stocks

Compare performance of multiple stocks over a specified period.

{
  "name": "compare_stocks",
  "arguments": {
    "tickers": ["BBCA", "BBRI", "BMRI"],
    "period": "2y"
  }
}

Parameters:

• tickers: Array of 2-5 stock ticker symbols (required)

• period: Comparison period - "1m", "3m", "6m", "1y", "2y" (default: "1y")

8. get_available_stocks

Get list of all 958 available stock tickers in the historical dataset.

{
  "name": "get_available_stocks",
  "arguments": {}
}

Response includes:

• Complete list of 958 IDX stocks

• LQ45 categorization

• Banking sector identification

9. get_dataset_info

Get information about the historical dataset including last update and coverage.

{
  "name": "get_dataset_info",
  "arguments": {}
}

Response includes:

• Repository information and last update

• Total available stocks (958)

• Cache statistics

• Data coverage range (2019-2025)

Configuration

Environment Variables

Create a .env file or set environment variables:

# Server settings
IDX_MCP_SERVER_NAME="IDX MCP Server"
IDX_MCP_DEBUG=false

# MCP Mode (for clean JSON-RPC communication)
IDX_MCP_LOG_LEVEL=error  # Enables MCP mode

# Cache settings
IDX_MCP_CACHE_TYPE=memory  # memory or redis
IDX_MCP_CACHE_TTL_MARKET_OVERVIEW=60
IDX_MCP_CACHE_TTL_STOCK_INFO=300
IDX_MCP_CACHE_TTL_HISTORICAL=86400  # 24 hours for historical data

# Data source timeouts
IDX_MCP_YAHOO_TIMEOUT=10000
IDX_MCP_WEB_TIMEOUT=15000

Integrasi Claude Desktop

Tambahkan ke file konfigurasi Claude Desktop:

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: %APPDATA%/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "baguskto-saham": {
      "command": "npx",
      "args": ["@baguskto/saham@latest"],
      "env": {
        "IDX_MCP_LOG_LEVEL": "error"
      }
    }
  }
}

Integrasi dengan Cursor IDE

{
  "mcpServers": {
    "saham": {
      "command": "npx",
      "args": ["@baguskto/saham@latest"]
    }
  }
}

Data Sources (Implemented)

Data Source Manager with Priority-based Fallback

The server uses a DataSourceManager that coordinates multiple data sources:

1. GitHubDatasetSource (Historical Data)

   • Source: wildangunawan/Dataset-Saham-IDX

   • Implementation: src/data-sources/github-dataset.ts

   • Coverage: 2019-2025 (6+ years)

   • Stocks: 958 IDX stocks

   • Priority: HIGH

   • Cache TTL: 24 hours

2. YahooFinanceSource (Real-time Data)

   • Implementation: src/data-sources/yahoo-finance.ts

   • Library: yahoo-finance2

   • Real-time stock quotes and IHSG index

   • Priority: HIGH

   • Cache TTL: 5 minutes

3. WebScrapingSource (Fallback)

   • Implementation: src/data-sources/web-scraper.ts

   • Library: cheerio + axios

   • Fallback when primary sources fail

   • Priority: MEDIUM

Performance & Reliability

• Response Time: < 2 seconds for all queries

• Historical Data: 1,200+ data points per stock (2019-2025)

• Success Rate: 91%+ for historical data parsing

• Caching Strategy:

  • Market overview: 1 minute

  • Stock info: 5 minutes

  • Historical data: 24 hours

  • Dataset info: Live fetch with caching

• Error Handling: Graceful degradation with multi-source fallback

• MCP Compliance: Clean JSON-RPC communication without parsing errors

Sample Queries for AI Assistants

"Show me BBCA stock performance over the last 5 years"

"Compare the 2-year performance of major banking stocks: BBCA, BBRI, BMRI"

"Get historical analysis of Telkom Indonesia (TLKM) from 2019 to now"

"What's the current market overview and how has IHSG performed this year?"

"Analyze the technical indicators for ADRO over the last 2 years"

"Search for mining stocks and show their 5-year performance"

"What's the dataset coverage and how many stocks are available?"

"Show me the best performing stocks in the last 6 months"

Development

Project Structure (Current Implementation)

src/
├── types/                    # TypeScript type definitions
│   └── index.ts             # All type exports
├── config/                   # Configuration management
│   └── index.ts             # AppConfig with Zod validation
├── utils/                    # Utilities and helpers
│   ├── logger.ts            # Winston logging setup
│   └── github-api.ts        # GitHub API service
├── cache/                    # Caching layer
│   └── index.ts             # Memory cache with TTL
├── data-sources/             # Data source implementations
│   ├── base.ts              # DataSource and DataSourceManager
│   ├── github-dataset.ts    # GitHub Dataset-Saham-IDX integration
│   ├── yahoo-finance.ts     # Yahoo Finance integration
│   ├── web-scraper.ts       # Web scraping fallback
│   └── index.ts             # Data source management
├── services/                 # Business logic services
│   ├── historical-data-service.ts  # Historical data with caching
│   ├── csv-parser.ts               # Robust CSV parsing
│   └── technical-analysis.ts       # Technical indicators
├── server/                   # MCP server implementation
│   └── index.ts             # IDXMCPServer with 9 tools
├── cli.ts                    # CLI with Commander.js
├── mcp-entry.ts             # MCP stdio entry point
└── index.ts                 # Main exports

Troubleshooting

Common Issues

1. JSON parsing errors in MCP mode

   # Ensure MCP mode is enabled
   IDX_MCP_LOG_LEVEL=error npx @baguskto/saham

2. Historical data not loading

   # Clear cache and retry
   npx @baguskto/saham clear-cache
   # Test GitHub connectivity
   npx @baguskto/saham test

3. Yahoo Finance timeouts

   • Increase timeout in configuration

   • Check internet connectivity

   • Use debug mode for diagnosis

Debug Mode

# Enable debug logging (not for MCP mode)
IDX_MCP_DEBUG=true IDX_MCP_LOG_LEVEL=debug npx @baguskto/saham

Version History

v1.0.5 (Latest - Production Ready)

• ✅ Complete GitHub Dataset Integration: Full access to 2019-2025 historical data via GitHubDatasetSource

• ✅ Fixed Column Mapping Bug: Resolved CSV parsing issues in csv-parser.ts (date column priority)

• ✅ Extended Period Support: Added 2y and 5y analysis periods to all tools

• ✅ JSON-RPC Compliance: Clean MCP protocol via mcp-entry.ts with stdout interception

• ✅ Enhanced Error Handling: Comprehensive error handling in DataSourceManager

• ✅ 958 Stock Coverage: Complete IDX stock universe from Dataset-Saham-IDX repository

• ✅ TypeScript Implementation: Full TypeScript with Zod validation and type safety

Previous Versions

• v1.0.4: Basic MCP implementation with Yahoo Finance

• v1.0.0-1.0.3: Initial releases and bug fixes

Contributing

1. Fork the repository at GitHub

2. Create a feature branch

3. Make your changes

4. Add tests if applicable

5. Submit a pull request

License

MIT License - see LICENSE file for details.

Support

• GitHub Issues: Report bugs

• Discussions: Community discussions

• Documentation: GitHub Repository

Dataset Credit: Historical data provided by Dataset-Saham-IDX repository.

Disclaimer: This server provides market data for informational purposes only. Not intended for trading or investment decisions. Always verify data from official sources.