MCP Server: IDX Stock Data

MCP (Model Context Protocol) server untuk menghubungkan AI dengan data saham Indonesia (IDX) secara real-time. Server ini kompatibel dengan berbagai AI clients yang mendukung MCP seperti Claude Desktop, Cline, Continue, dan lainnya.

Server ini memungkinkan AI untuk mengakses data harga, historical chart, indikator teknikal, dan informasi fundamental saham melalui protokol MCP standar.

🚀 Quick Start (Lokal)

1. Install Dependencies

# Buat virtual environment (recommended)
python3 -m venv venv
source venv/bin/activate  # macOS/Linux
# atau: venv\Scripts\activate  # Windows

# Install packages
pip install -r requirements.txt

2. Test Server

python3 -m src.server

Tekan Ctrl+C untuk stop.

3. Setup AI Client

Server ini kompatibel dengan berbagai AI clients yang mendukung MCP. Pilih sesuai yang kamu pakai:

🤖 Claude Desktop

Tambahkan ke claude_desktop_config.json:

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

{
  "mcpServers": {
    "idx-stocks": {
      "command": "python3",
      "args": ["-m", "src"],
      "cwd": "/path/to/mcp-idx",
      "env": {
        "CACHE_ENABLED": "true",
        "LOG_LEVEL": "INFO"
      }
    }
  }
}

💻 Cline (VS Code Extension)

Tambahkan ke settings.json atau .cline/mcp.json:

{
  "mcpServers": {
    "idx-stocks": {
      "command": "python3",
      "args": ["-m", "src"],
      "cwd": "/path/to/mcp-idx"
    }
  }
}

🔄 Continue (VS Code Extension)

Tambahkan ke .continue/config.json:

{
  "mcpServers": {
    "idx-stocks": {
      "command": "python3",
      "args": ["-m", "src"],
      "cwd": "/path/to/mcp-idx"
    }
  }
}

🌐 Lainnya

Untuk AI clients lain yang support MCP, konfigurasinya umumnya sama:

command: Path ke Python executable
args: ["-m", "src"]
cwd: Path absolut ke folder project

Penting: Ganti /path/to/mcp-idx dengan path absolut ke folder project kamu.

Jika pakai venv, gunakan path ke Python di venv:

{
  "mcpServers": {
    "idx-stocks": {
      "command": "/path/to/mcp-idx/venv/bin/python",
      "args": ["-m", "src"],
      "cwd": "/path/to/mcp-idx"
    }
  }
}

4. Restart AI Client

Restart aplikasi AI client kamu. Server akan start otomatis saat AI client terhubung.

📖 Detail setup lengkap: Lihat LOCAL_SETUP.md

✨ Features

📊 Real-time Stock Prices - Harga saham terkini dengan perubahan harian
📈 Historical Data - Data OHLCV untuk charting dan analisis
🔍 Technical Indicators - RSI, MACD, SMA, EMA, Bollinger Bands, ADX, Ichimoku, dll
📐 Fibonacci Levels - Retracement & extension levels untuk support/resistance
⚡ MA Crossovers - Golden Cross, Death Cross, dan EMA crossover detection
🕯️ Candlestick Patterns (NEW!) - Doji, Hammer, Engulfing, Morning/Evening Star detection
💼 Stock Information - Informasi fundamental perusahaan
🔎 Stock Search - Cari saham berdasarkan nama atau ticker
📉 Market Summary - Ringkasan IHSG, top gainers/losers
⚖️ Stock Comparison - Bandingkan performa beberapa saham
📋 Watchlist - Ambil harga multiple tickers sekaligus

🤖 Compatible AI Clients

Server ini menggunakan MCP (Model Context Protocol) standar, sehingga kompatibel dengan berbagai AI clients:

🤖 Claude Desktop - Official Claude app dari Anthropic
💻 Cline - VS Code extension untuk AI coding assistant
🔄 Continue - VS Code extension dengan MCP support
🌐 AI clients lain yang implement MCP protocol

MCP adalah protokol open-source yang memungkinkan AI clients berkomunikasi dengan external tools dan data sources secara standar. Server ini mengikuti spesifikasi MCP, jadi bisa dipakai dengan AI client apapun yang support MCP!

🛠 Tech Stack

Python 3.11+
MCP SDK - Official Python SDK
yfinance - Yahoo Finance API wrapper
pandas-ta - Technical analysis library
pydantic - Data validation
cachetools - Caching layer

📚 Available Tools

Total: 23 tools (9 new: Foreign Flow, Bandarmology, Tape Reading, Financial Statements, Earnings Growth, Analyst Ratings, Dividend History, Breakout Detection, Divergence Detection)

ℹ️ Format Ticker: Input ticker bisa dengan atau tanpa suffix .JK (sistem otomatis menambahkan suffix jika tidak ada)
Contoh: BBCA, BBRI, TLKM atau BBCA.JK, BBRI.JK, TLKM.JK

1. `get_stock_price`

Harga saham terkini beserta perubahan harian.

ticker (required): Ticker IDX, contoh "BBCA" atau "BBCA.JK"

2. `get_historical_data`

Data OHLCV untuk charting.

ticker (required): Ticker IDX
period (optional): 1d, 5d, 1mo, 3mo, 6mo, 1y, 2y, 5y, max
interval (optional): 1d, 1wk, 1mo

3. `get_technical_indicators` (UPDATED!)

Indikator teknikal untuk analisis - OPTIMIZED FOR IDX MARKET.

ticker (required): Ticker IDX
indicators (optional): rsi, macd, sma_20, ema_50, bbands, stoch, atr, obv, vwap, adx, ichimoku
period (optional): 1mo, 3mo, 6mo, 1y

IDX-Specific Improvements:

RSI interpretation adjusted (RSI 70-80 di IDX masih bisa momentum)
RSI >80 baru dianggap extreme overbought
Dynamic MA alignment scoring (tidak hardcode 3 MA)
NaN guards untuk data yang tidak lengkap
Data sorting (ascending) untuk kalkulasi indikator yang akurat

ADX (Average Directional Index)

Mengukur kekuatan trend (strong, developing, weak)
Menentukan arah trend (bullish/bearish)
+DI dan -DI untuk konfirmasi
Interpretasi: ADX > 25 = strong trend, < 20 = weak/sideways

Ichimoku Cloud

5 komponen: Tenkan-sen, Kijun-sen, Senkou Span A/B, Chikou Span
Cloud color (bullish/bearish)
Price vs Cloud position (above/inside/below)
TK Cross signal
Overall trend signal (strong_bullish, bullish, neutral, bearish, strong_bearish)

Bollinger Bands (UPDATED)

Added BB position % (0-100, posisi harga dalam band)
Added BB width untuk volatility measurement

4. `get_fibonacci_levels` (UPDATED!)

Fibonacci retracement dan extension levels untuk support/resistance analysis.

ticker (required): Ticker IDX
period (optional): 1mo, 3mo, 6mo, 1y (default: 3mo)
trend (optional): 'auto', 'uptrend', atau 'downtrend' (default: auto)

Features:

Auto-detect swing high/low
7 Retracement levels (0%, 23.6%, 38.2%, 50%, 61.8%, 78.6%, 100%)
4 Extension levels (127.2%, 161.8%, 200%, 261.8%) - Added 261.8% untuk IDX yang sering ARA beruntun
Nearest support/resistance identification
Risk/reward ratio calculation
Trading insights & recommendations
Fixed: Extension formula sekarang mathematically correct

5. `get_ma_crossovers` (NEW!)

Detect Moving Average crossovers untuk trading signals.

ticker (required): Ticker IDX
period (optional): 3mo, 6mo, 1y (default: 6mo)
lookback_days (optional): Days to look back for crossovers (default: 30)

Features:

Golden Cross / Death Cross detection (SMA 50 x SMA 200)
EMA 12 x EMA 26 crossovers
Current MA alignment (bullish/bearish)
Recent crossover history dengan dates
Trading insights & momentum analysis

6. `get_candlestick_patterns` (NEW!)

Detect candlestick patterns untuk reversal & continuation signals.

ticker (required): Ticker IDX
period (optional): 1mo, 3mo, 6mo (default: 1mo)
lookback_days (optional): Days to look back for patterns (default: 10)

Supported Patterns:

Single Candle: Doji, Hammer, Shooting Star
Two Candle: Bullish/Bearish Engulfing
Three Candle: Morning Star, Evening Star

Features:

Pattern detection dengan strength rating (medium, strong, very_strong)
Signal classification (bullish, bearish, neutral)
Pattern summary (bullish/bearish/neutral counts)
Trading insights & reversal signals

7. `get_stock_info`

Informasi fundamental perusahaan.

ticker (required): Ticker IDX

8. `search_stocks`

Cari saham berdasarkan nama atau ticker.

query (required): Kata kunci pencarian
limit (optional): Max hasil (default: 10)
sector (optional): Filter sektor

9. `get_market_summary`

Ringkasan pasar IHSG dan top movers.

include_movers (optional): Include gainers/losers (default: true)
movers_limit (optional): Jumlah movers (default: 5)

10. `compare_stocks`

Bandingkan performa beberapa saham.

tickers (required): List ticker saham
period (optional): 1mo, 3mo, 6mo, 1y
metrics (optional): performance, valuation, dividend

11. `get_watchlist_prices`

Harga untuk multiple tickers sekaligus.

tickers (required): List ticker saham

12. `get_financial_ratios`

Analisis rasio keuangan fundamental lengkap.

ticker (required): Ticker saham IDX
Menghitung: P/E, P/B, P/S, ROE, ROA, Debt-to-Equity, Current Ratio, Quick Ratio, Dividend Yield, Growth metrics, dll
Termasuk interpretasi untuk setiap ratio dan financial score

13. `get_volume_analysis`

Analisis volume trading saham.

ticker (required): Ticker saham IDX
period (optional): Periode analisis (7d, 30d, 90d, 1mo, 3mo, 6mo, 1y) - default: 30d
Menghitung: Average volume, volume spikes, volume trend, volume-price correlation, unusual volume detection

14. `get_volatility_analysis`

Analisis volatilitas saham.

ticker (required): Ticker saham IDX
period (optional): Periode analisis (30d, 90d, 1y, 2y) - default: 1y
Menghitung: Historical volatility (30d, 90d, 1y), Beta vs IHSG, ATR-based volatility, Risk level assessment

15. `get_foreign_flow` (UPDATED! 🔥)

Analisis Smart Money Proxy berdasarkan volume-price action.

⚠️ DISCLAIMER: Ini BUKAN real foreign net buy/sell dari BEI. Data institutional dari yfinance sering kosong untuk saham IDX. Tool ini fokus ke volume-price pattern untuk deteksi akumulasi/distribusi.

ticker (required): Ticker saham IDX
period (optional): 7d, 1mo, 3mo, 6mo (default: 1mo)

Features:

Institutional proxy data (dengan disclaimer)
Accumulation/Distribution pattern detection
Volume trend analysis
Smart Money Proxy score (berdasarkan volume-price action)
Division by zero guards untuk stability

16. `get_bandarmology` (UPDATED! 🔥)

Deteksi fase akumulasi/distribusi bandar - OPTIMIZED FOR IDX MARKET.

ticker (required): Ticker saham IDX
period (optional): 1mo, 3mo, 6mo, 1y (default: 3mo)

Features:

4 Phase detection: ACCUMULATION, MARKUP, DISTRIBUTION, MARKDOWN
3 Volume Regime: LOW (<0.8x), NEUTRAL (0.8-1.2x), HIGH (>1.2x)
Phase strength & confidence rating
Price-volume action analysis
Bandar strength score
NEW: ARA/ARB Detection (Auto Rejection Atas/Bawah)
- Support tick size (fraksi harga IDX)
- Support FCA board (Papan Pemantauan Khusus, ±10%)
- Floor price handling (Rp50 regular, Rp1 PPK)
Trading recommendation dengan risk level

17. `get_tape_reading` (NEW! 🔥)

Membaca order flow & pressure real-time.

ticker (required): Ticker saham IDX
period (optional): 1d, 5d, 1mo (default: 5d untuk intraday)

Features:

Buying/Selling pressure detection
Order flow analysis (aggressive buying/selling)
Absorption detection (strong support/resistance)
Last bar details (OHLC, volume, spread, wicks)
Immediate action recommendation

18. `get_financial_statements` (NEW! 💰)

Analisis laporan keuangan lengkap.

ticker (required): Ticker saham IDX
period_type (optional): quarterly, annual (default: annual)

Features:

Income Statement: Revenue, Gross/Operating/Net Income, Margins
Balance Sheet: Assets, Liabilities, Equity, Liquidity Ratios
Cash Flow: Operating/Investing/Financing, Free Cash Flow
Financial Health Score (0-100) dengan rating
Multi-period comparison (up to 5 periods)

19. `get_earnings_growth` (NEW! 📈)

Analisis pertumbuhan earnings historis.

ticker (required): Ticker saham IDX

Features:

Historical earnings (Revenue, Net Income, EBITDA)
Year-over-Year growth rates
CAGR (Compound Annual Growth Rate)
Growth rating: Explosive/Strong/Moderate/Slow/Negative
Multi-year trend analysis

20. `get_analyst_ratings` (NEW! 👥)

Konsensus analyst & earnings estimates.

ticker (required): Ticker saham IDX

Features:

Analyst recommendations: Strong Buy/Buy/Hold/Sell breakdown
Consensus rating dengan interpretasi
Earnings & Revenue estimates dengan YoY growth
Target price range (Low/Avg/High)
Earnings calendar: Next report date & estimates

21. `get_dividend_history` (NEW! 💵)

Analisis historis dividen & yield.

ticker (required): Ticker saham IDX

Features:

Dividend payment history (dates & amounts)
Dividend yield calculation
Annual dividend & YoY growth
Consistency rating: High/Medium/Low
Years of continuous payments
Dividend rating: Excellent/Good/Fair/Poor/No Dividend

22. `get_breakout_detection` (NEW! 🚀)

Detect price breakout dari consolidation range.

ticker (required): Ticker saham IDX
lookback (optional): Periode lookback untuk consolidation range (default: 20)
period (optional): Periode data (default: 3mo)
volume_threshold (optional): Volume multiplier untuk konfirmasi (default: 1.5x)

Features:

Consolidation range detection (support/resistance)
Breakout type: resistance_breakout, support_breakdown, testing_resistance, testing_support, inside_range
Breakout strength: strong, moderate, weak
Volume confirmation (1.5x+ average volume)
Target prices (61.8%, 100%, 161.8% range projection)
Stop loss calculation
Risk/Reward ratio
False breakout warning detection (rejection, decreasing volume, long wicks)
Trading signal dengan confidence level

Use Case: Entry signal untuk momentum trading, detect potential breakout sebelum terjadi.

23. `get_divergence_detection` (NEW! 📉📈)

Detect divergence antara harga dan indikator (RSI, MACD, OBV).

ticker (required): Ticker saham IDX
indicators (optional): Indikator untuk cek divergence - rsi, macd, obv (default: semua)
lookback (optional): Periode lookback (default: 30)
period (optional): Periode data (default: 3mo)

Features:

Regular Divergence (Reversal signals):
- Bullish: Price lower low + Indicator higher low → Potential UP reversal
- Bearish: Price higher high + Indicator lower high → Potential DOWN reversal
Hidden Divergence (Continuation signals):
- Bullish Hidden: Price higher low + Indicator lower low → Uptrend continues
- Bearish Hidden: Price lower high + Indicator higher high → Downtrend continues
Multi-indicator analysis (RSI, MACD Histogram, OBV)
Divergence strength rating (strong, moderate, weak)
Active divergence detection (recent, still valid)
Overall signal dengan confidence level
Indicator agreement check

Use Case: Early warning signal untuk potential reversal SEBELUM terjadi. Combine dengan S/R dan volume untuk konfirmasi.

💬 Usage Examples

Setelah terhubung dengan AI client kamu, coba tanyakan:

"Berapa harga BBCA sekarang?"
"Tampilkan chart BBRI 3 bulan terakhir"
"Analisa teknikal TLKM dengan RSI dan MACD"
"Bandingkan performa BBCA vs BBRI vs BMRI dalam setahun"
"Cari saham sektor banking dengan market cap terbesar"
"Gimana kondisi IHSG hari ini?"
"Apa saja top gainers hari ini?"
"Analisa foreign flow BBRI, apa institusi lagi akumulasi?" (NEW!)
"Cek bandarmology TLKM, lagi fase apa sekarang?" (NEW!)
"Tape reading ASII, ada buying pressure gak?" (NEW!)
"Analisa laporan keuangan BBCA.JK, gimana kesehatan finansialnya?" (NEW!)
"Berapa CAGR earnings BBRI.JK dalam 3 tahun terakhir?" (NEW!)
"Apa konsensus analyst untuk TLKM.JK? Buy atau sell?" (NEW!)
"Berapa dividend yield BBCA.JK? Konsisten gak bayar dividennya?" (NEW!)

⚙️ Configuration (Optional)

Environment variables yang bisa di-set:

YAHOO_TIMEOUT=30              # Timeout untuk Yahoo Finance API
CACHE_ENABLED=true            # Enable caching
CACHE_MAX_SIZE=1000           # Max cache entries
RATE_LIMIT_REQUESTS=100       # Max requests
RATE_LIMIT_PERIOD=60          # Per period (seconds)
LOG_LEVEL=INFO                # Logging level
LOG_FILE=idx-stock-mcp.log    # Log file path

⚠️ Error Handling

Error codes yang mungkin muncul:

INVALID_TICKER - Ticker tidak ditemukan
MARKET_CLOSED - Pasar tutup
RATE_LIMITED - Terlalu banyak request
DATA_UNAVAILABLE - Data tidak tersedia
NETWORK_ERROR - Gagal koneksi
INVALID_PARAMETER - Parameter tidak valid

💾 Caching

Data Type	TTL	Alasan
Current Price	1 menit	Real-time data
Historical (intraday)	5 menit	Update sepanjang hari
Historical (daily+)	1 jam	Update harian
Stock Info	24 jam	Jarang berubah
Search Results	6 jam	Jarang berubah
Market Summary	1 menit	Real-time data

🧪 Development

Running Tests

pytest tests/

Code Formatting

black src/
ruff check src/

📁 Project Structure

mcp-idx/
├── src/
│   ├── server.py              # MCP server utama
│   ├── server_http.py         # HTTP server (optional)
│   ├── tools/                 # Tool implementations (21 tools)
│   │   ├── price.py           # Current price
│   │   ├── info.py            # Stock info
│   │   ├── historical.py      # OHLCV data
│   │   ├── indicators.py      # Technical indicators (RSI, MACD, ADX, Ichimoku, dll)
│   │   ├── fibonacci.py       # Fibonacci levels
│   │   ├── ma_crossover.py    # MA crossover detection
│   │   ├── candlestick.py     # Candlestick patterns
│   │   ├── financial_ratios.py # Fundamental ratios
│   │   ├── volume_analysis.py  # Volume analysis
│   │   ├── volatility_analysis.py # Volatility metrics
│   │   ├── search.py          # Stock search
│   │   ├── market.py          # Market summary
│   │   ├── compare.py         # Stock comparison
│   │   ├── watchlist.py       # Watchlist prices
│   │   ├── foreign_flow.py    # Smart money analysis (NEW!)
│   │   └── fundamental.py     # Financial statements, earnings, analyst, dividend (NEW!)
│   ├── utils/                 # Utilities
│   │   ├── yahoo.py           # Yahoo Finance wrapper
│   │   ├── helpers.py         # Helper functions
│   │   ├── cache.py           # Caching layer
│   │   ├── validators.py      # Input validation
│   │   └── exceptions.py      # Custom exceptions
│   └── config/                # Configuration
│       ├── settings.py        # Settings
│       └── tickers.json       # IDX tickers
├── tests/                     # Test suite (14 test files)
│   ├── test_price.py
│   ├── test_validators.py
│   ├── test_helpers.py
│   ├── test_adx.py
│   ├── test_fibonacci.py
│   ├── test_ichimoku.py
│   ├── test_ma_crossover.py
│   ├── test_candlestick.py
│   ├── test_financial_ratios.py
│   ├── test_volume_analysis.py
│   ├── test_volatility_analysis.py
│   ├── test_foreign_flow.py   # Smart money tests (NEW!)
│   ├── test_fundamental.py    # Fundamental analysis tests (NEW!)
│   ├── stock_screener.py      # Stock screener with 4 strategies
│   └── stock_signal_now.py    # Signal generator for all sectors
├── requirements.txt
├── pyproject.toml
├── README.md
└── LOCAL_SETUP.md            # Setup guide detail

🔧 Troubleshooting

Server tidak start?

Pastikan Python 3.11+ terinstall
Cek path di config AI client kamu sudah benar (gunakan absolute path)
Test manual: python3 -m src.server

AI client tidak detect server?

Pastikan format config sesuai dengan AI client yang kamu pakai
Cek log AI client untuk error messages
Pastikan cwd menggunakan absolute path, bukan relative

Import errors?

Pastikan dependencies terinstall: pip install -r requirements.txt
Aktifkan venv jika pakai virtual environment
Test import: python3 -c "from src.server import server; print('OK')"

Path issues?

Gunakan absolute path untuk cwd, bukan relative
Windows: gunakan C:\\path\\to\\project atau C:/path/to/project
macOS/Linux: gunakan /full/path/to/project

Tools tidak muncul di AI client?

Restart AI client sepenuhnya (quit dan buka lagi)
Cek apakah server start dengan benar (lihat logs)
Pastikan MCP protocol didukung oleh AI client kamu

Lihat LOCAL_SETUP.md untuk troubleshooting lengkap.

📅 Changelog

v1.2.0 (2 Dec 2025) - IDX Market Optimization

Major Updates:

🇮🇩 IDX Market Optimization - All tools sekarang optimized untuk karakteristik pasar Indonesia
🔧 Fixed: Fibonacci extension formula yang sebelumnya salah
🔧 Fixed: RSI interpretation untuk IDX (RSI 70-80 masih bisa momentum)
🔧 Fixed: Division by zero guards di semua tools
🔧 Fixed: Data sorting untuk kalkulasi indikator yang akurat

New Features:

⚡ ARA/ARB Detection - Auto Rejection Atas/Bawah dengan:
- Tick size (fraksi harga) yang benar per range harga
- Support FCA board (Papan Pemantauan Khusus, ±10%)
- Floor price handling (Rp50 regular, Rp1 PPK)
📊 Dynamic MA Alignment - Scoring berdasarkan MA yang tersedia
📈 BB Position % - Posisi harga dalam Bollinger Band (0-100%)
🎯 Fibonacci 261.8% - Extension level tambahan untuk saham ARA beruntun

Label Changes:

foreign_flow → smart_money_proxy (lebih akurat karena bukan real BEI data)
Added disclaimers untuk data yang sumbernya kurang reliable

📝 Disclaimer

Script ini dibuat dengan bantuan Cursor dan Claude (AI coding assistant). Jadi kalau ada bug, jangan salahin manusia doang ya! 😄

Made with ❤️ (and a lot of AI assistance)

mcp-idx

MCP Server: IDX Stock Data

🚀 Quick Start (Lokal)

1. Install Dependencies

2. Test Server

3. Setup AI Client

🤖 Claude Desktop

💻 Cline (VS Code Extension)

🔄 Continue (VS Code Extension)

🌐 Lainnya

4. Restart AI Client

✨ Features

🤖 Compatible AI Clients

🛠 Tech Stack

📚 Available Tools

1. get_stock_price

2. get_historical_data

3. get_technical_indicators (UPDATED!)

4. get_fibonacci_levels (UPDATED!)

5. get_ma_crossovers (NEW!)

6. get_candlestick_patterns (NEW!)

7. get_stock_info

8. search_stocks

9. get_market_summary

10. compare_stocks

11. get_watchlist_prices

12. get_financial_ratios

13. get_volume_analysis

14. get_volatility_analysis

15. get_foreign_flow (UPDATED! 🔥)

16. get_bandarmology (UPDATED! 🔥)

17. get_tape_reading (NEW! 🔥)

18. get_financial_statements (NEW! 💰)

19. get_earnings_growth (NEW! 📈)

20. get_analyst_ratings (NEW! 👥)

21. get_dividend_history (NEW! 💵)

22. get_breakout_detection (NEW! 🚀)

23. get_divergence_detection (NEW! 📉📈)

💬 Usage Examples

⚙️ Configuration (Optional)

⚠️ Error Handling

💾 Caching

🧪 Development

Running Tests

Code Formatting

📁 Project Structure

🔧 Troubleshooting

📅 Changelog

v1.2.0 (2 Dec 2025) - IDX Market Optimization

📝 Disclaimer

Reviews

1. `get_stock_price`

2. `get_historical_data`

3. `get_technical_indicators` (UPDATED!)

4. `get_fibonacci_levels` (UPDATED!)

5. `get_ma_crossovers` (NEW!)

6. `get_candlestick_patterns` (NEW!)

7. `get_stock_info`

8. `search_stocks`

9. `get_market_summary`

10. `compare_stocks`

11. `get_watchlist_prices`

12. `get_financial_ratios`

13. `get_volume_analysis`

14. `get_volatility_analysis`

15. `get_foreign_flow` (UPDATED! 🔥)

16. `get_bandarmology` (UPDATED! 🔥)

17. `get_tape_reading` (NEW! 🔥)

18. `get_financial_statements` (NEW! 💰)

19. `get_earnings_growth` (NEW! 📈)

20. `get_analyst_ratings` (NEW! 👥)

21. `get_dividend_history` (NEW! 💵)

22. `get_breakout_detection` (NEW! 🚀)

23. `get_divergence_detection` (NEW! 📉📈)