# Offers Check Marketplaces MCP Server
[](https://badge.fury.io/py/offers-check-marketplaces)
[](https://www.python.org/downloads/)
[](https://opensource.org/licenses/MIT)
A powerful MCP (Model Context Protocol) server for automated product search and price comparison across multiple marketplaces with integrated license management.
## Features
- 🔍 **Multi-marketplace Search**: Search products across multiple e-commerce platforms
- 💰 **Price Comparison**: Automated price comparison and analysis
- 📊 **Statistics & Analytics**: Comprehensive reporting and data analysis
- 🗄️ **Database Management**: SQLite-based data storage with async operations
- 🔐 **License Management**: Integrated license verification system
- 🌐 **Web Scraping**: Playwright-based web scraping capabilities
- 📈 **Excel Integration**: Import/export data from Excel files
- 🚀 **High Performance**: Async/await architecture for optimal performance
## Supported Marketplaces
- **Komus** (komus.ru) - Office supplies and stationery
- **VseInstrumenti** (vseinstrumenti.ru) - Tools and equipment
- **Ozon** (ozon.ru) - Universal marketplace
- **Wildberries** (wildberries.ru) - Consumer goods
- **OfficeMag** (officemag.ru) - Office supplies
## Installation
### From PyPI
```bash
pip install offers-check-marketplaces
```
### From Source
```bash
git clone https://github.com/yourusername/offers-check-marketplaces-mcp.git
cd offers-check-marketplaces-mcp
pip install -e .
```
## Quick Start
### 1. Basic Usage
```bash
# Run in STDIO mode (for MCP clients)
offers-check-marketplaces
# Run in SSE mode (web server)
offers-check-marketplaces --sse --host 0.0.0.0 --port 8000
```
### 2. MCP Configuration
Add to your MCP client configuration (e.g., `.cursor/mcp.json` or `.kiro/settings/mcp.json`):
```json
{
"mcpServers": {
"offers_check_marketplaces": {
"command": "offers-check-marketplaces",
"env": {
"LICENSE_KEY": "your-license-key-here"
}
}
}
}
```
### 3. Environment Variables
```bash
# Set license key
export LICENSE_KEY="your-license-key-here"
# Optional: Set custom API endpoint
export API_BASE_URL="https://your-api-endpoint.com"
```
## MCP Tools
The server provides the following MCP tools:
### Core Tools
- **`get_product_details`** - Get detailed product information and prices
- **`get_product_list`** - List all products from database
- **`get_statistics`** - Generate comprehensive statistics
### Data Management Tools
- **`save_product_prices`** - Save found prices to database
### License Management Tools
- **`check_license_status`** - Check current license status
- **`set_license_key`** - Set new license key
### Excel Tools
- **`parse_excel_file`** - Parse Excel file and return structured data
- **`get_excel_info`** - Get information about Excel file structure without reading all data
- **`export_to_excel`** - Export data to Excel file with formatting
- **`filter_excel_data`** - Filter Excel data by specified criteria
- **`transform_excel_data`** - Transform Excel data according to specified rules
## 📚 Documentation
### For AI Agents
If you're an AI agent working with this system, start here:
- **[🚀 Quick Start for AI Agents](docs/GETTING_STARTED_AI_AGENT.md)** - Get up and running in 5 minutes
- **[📋 Price Format Cheat Sheet](docs/guides/PRICE_FORMAT_CHEAT_SHEET.md)** - Essential formats on one page
- **[🎯 AI Agent Examples](docs/implementation/AI_AGENT_EXAMPLES.md)** - Practical usage scenarios
- **[📖 Complete Format Guide](docs/implementation/AI_AGENT_PRICE_FORMAT_GUIDE.md)** - Detailed format documentation
### For Developers
- **[🛠️ MCP Tools Reference](docs/implementation/MCP_TOOL_USAGE_GUIDE.md)** - Complete tool documentation
- **[⚙️ Technical Specification](docs/implementation/PRICE_DATA_FORMAT_SPECIFICATION.md)** - Technical details
- **[📁 Documentation Index](docs/README.md)** - Full documentation structure
## Usage Examples
### Save Product Prices (AI Agent)
```python
# Recommended format for AI agents
search_results = {
"marketplaces": {
"komus.ru": {
"price": "1250 руб",
"availability": "в наличии",
"url": "https://www.komus.ru/product/12345"
},
"vseinstrumenti.ru": {
"price": "1320.50 руб",
"availability": "доступен для заказа",
"url": "https://www.vseinstrumenti.ru/product/67890"
}
}
}
result = await mcp_client.call_tool("save_product_prices", {
"product_code": 195385.0,
"search_results": search_results
})
```
### Get Product Details
```python
# Get detailed information about a product
result = await mcp_client.call_tool("get_product_details", {
"product_code": 195385.0
})
```
### Generate Statistics
```python
# Get comprehensive statistics
result = await mcp_client.call_tool("get_statistics", {})
```
### Parse Excel File
```python
# Parse Excel file with specific parameters
result = await mcp_client.call_tool("parse_excel_file", {
"file_path": "data/input.xlsx",
"sheet_name": "Данные",
"header_row": 0,
"max_rows": 100
})
```
### Export Data to Excel
```python
# Export processed data to Excel with formatting
result = await mcp_client.call_tool("export_to_excel", {
"data": processed_data,
"file_path": "data/output.xlsx",
"sheet_name": "Результаты",
"apply_formatting": True,
"auto_adjust_columns": True
})
```
### Filter Excel Data
```python
# Filter data by multiple criteria
result = await mcp_client.call_tool("filter_excel_data", {
"data": excel_data,
"filters": {
"Категория": "Хозтовары и посуда",
"Цена позиции\nМП c НДС": {
"greater_than": 1000,
"less_than": 5000
}
}
})
```
## Configuration
### License Configuration
The system requires a valid license key. You can provide it through:
1. **Environment variable**: `LICENSE_KEY=your-key`
2. **MCP configuration**: Set in the `env` section of your MCP config
3. **Configuration file**: `data/.license_config.json`
### Data Directory
The system automatically creates user data directories following OS standards:
- **Windows**: `%APPDATA%\offers-check-marketplaces\`
- **macOS**: `~/Library/Application Support/offers-check-marketplaces/`
- **Linux**: `~/.local/share/offers-check-marketplaces/` (XDG compliant)
Contains:
- SQLite database (`database/products.db`)
- License cache (`cache/.license_cache.json`)
- Excel files for import/export
- Application logs (`logs/`)
#### Data Migration
The system automatically migrates data from the legacy `./data` directory to the new standard location. During migration:
- Files are safely copied (not moved) to preserve originals
- Migration is skipped if files are currently in use (e.g., Excel files are open)
- The old directory is renamed to `data.migrated` after successful migration
#### Environment Variables
- **`OFFERS_CHECK_DATA_DIR`** - Override default data directory location
- **`OFFERS_CHECK_DISABLE_MIGRATION`** - Set to `true` to disable automatic migration
#### Migration Control
```bash
# Disable automatic migration
export OFFERS_CHECK_DISABLE_MIGRATION=true
# Use custom data directory
export OFFERS_CHECK_DATA_DIR=/path/to/custom/location
# Windows examples
set OFFERS_CHECK_DISABLE_MIGRATION=true
set OFFERS_CHECK_DATA_DIR=C:\MyData\offers-check
```
For detailed migration information, see [Data Migration Guide](docs/guides/DATA_MIGRATION_GUIDE.md).
## Development
### Setup Development Environment
```bash
git clone https://github.com/yourusername/offers-check-marketplaces-mcp.git
cd offers-check-marketplaces-mcp
# Install with development dependencies
pip install -e ".[dev]"
```
### Running Tests
```bash
# Run all tests
pytest
# Run specific test files
python test_license_integration.py
python test_mcp_license_tools.py
python test_final_integration.py
```
### Building Package
```bash
# Install build tools
pip install build twine
# Build package
uv build
# Upload to PyPI (requires credentials)
uvx twine upload dist/*
```
## Architecture
### Components
- **Server** (`server.py`) - Main MCP server with tool implementations
- **License Manager** (`license_manager.py`) - License verification and management
- **Database Manager** (`database_manager.py`) - SQLite database operations
- **Search Engine** (`search_engine.py`) - Multi-marketplace search coordination
- **Data Processor** (`data_processor.py`) - Excel file processing
- **Statistics Generator** (`statistics.py`) - Analytics and reporting
- **Error Handling** (`error_handling.py`) - Comprehensive error management
### Data Flow
1. **Input**: Excel files with product specifications
2. **Processing**: Search products across marketplaces
3. **Storage**: Save results to SQLite database
4. **Analysis**: Generate statistics and comparisons
5. **Output**: Updated Excel files with prices and analysis
## API Reference
### Get Product Details
```python
get_product_details(product_code: float) -> dict
```
Get detailed information about a specific product.
**Parameters:**
- `product_code` (float): Unique product code from database
**Returns:**
- Dictionary with product details and price analysis
## Error Handling
The system includes comprehensive error handling:
- **License Errors**: Invalid or missing license keys
- **Network Errors**: Marketplace connectivity issues
- **Database Errors**: SQLite operation failures
- **Validation Errors**: Invalid input parameters
All errors are logged and return user-friendly messages.
## Contributing
1. Fork the repository
2. Create a feature branch (`git checkout -b feature/amazing-feature`)
3. Commit your changes (`git commit -m 'Add amazing feature'`)
4. Push to the branch (`git push origin feature/amazing-feature`)
5. Open a Pull Request
## License
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
## Support
- **Documentation**: [GitHub Repository](https://github.com/yourusername/offers-check-marketplaces-mcp)
- **Issues**: [Bug Tracker](https://github.com/yourusername/offers-check-marketplaces-mcp/issues)
- **License**: Contact support for license-related questions
## Changelog
### v0.1.0
- Initial release
- Multi-marketplace product search
- Price comparison and analysis
- Integrated license management
- MCP server implementation
- Excel data processing
- SQLite database storage
- Comprehensive error handling
---
Made with ❤️ for automated marketplace analysis
Raw data
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"description": "# Offers Check Marketplaces MCP Server\n\n[](https://badge.fury.io/py/offers-check-marketplaces)\n[](https://www.python.org/downloads/)\n[](https://opensource.org/licenses/MIT)\n\nA powerful MCP (Model Context Protocol) server for automated product search and price comparison across multiple marketplaces with integrated license management.\n\n## Features\n\n- \ud83d\udd0d **Multi-marketplace Search**: Search products across multiple e-commerce platforms\n- \ud83d\udcb0 **Price Comparison**: Automated price comparison and analysis\n- \ud83d\udcca **Statistics & Analytics**: Comprehensive reporting and data analysis\n- \ud83d\uddc4\ufe0f **Database Management**: SQLite-based data storage with async operations\n- \ud83d\udd10 **License Management**: Integrated license verification system\n- \ud83c\udf10 **Web Scraping**: Playwright-based web scraping capabilities\n- \ud83d\udcc8 **Excel Integration**: Import/export data from Excel files\n- \ud83d\ude80 **High Performance**: Async/await architecture for optimal performance\n\n## Supported Marketplaces\n\n- **Komus** (komus.ru) - Office supplies and stationery\n- **VseInstrumenti** (vseinstrumenti.ru) - Tools and equipment\n- **Ozon** (ozon.ru) - Universal marketplace\n- **Wildberries** (wildberries.ru) - Consumer goods\n- **OfficeMag** (officemag.ru) - Office supplies\n\n## Installation\n\n### From PyPI\n\n```bash\npip install offers-check-marketplaces\n```\n\n### From Source\n\n```bash\ngit clone https://github.com/yourusername/offers-check-marketplaces-mcp.git\ncd offers-check-marketplaces-mcp\npip install -e .\n```\n\n## Quick Start\n\n### 1. Basic Usage\n\n```bash\n# Run in STDIO mode (for MCP clients)\noffers-check-marketplaces\n\n# Run in SSE mode (web server)\noffers-check-marketplaces --sse --host 0.0.0.0 --port 8000\n```\n\n### 2. MCP Configuration\n\nAdd to your MCP client configuration (e.g., `.cursor/mcp.json` or `.kiro/settings/mcp.json`):\n\n```json\n{\n \"mcpServers\": {\n \"offers_check_marketplaces\": {\n \"command\": \"offers-check-marketplaces\",\n \"env\": {\n \"LICENSE_KEY\": \"your-license-key-here\"\n }\n }\n }\n}\n```\n\n### 3. Environment Variables\n\n```bash\n# Set license key\nexport LICENSE_KEY=\"your-license-key-here\"\n\n# Optional: Set custom API endpoint\nexport API_BASE_URL=\"https://your-api-endpoint.com\"\n```\n\n## MCP Tools\n\nThe server provides the following MCP tools:\n\n### Core Tools\n\n- **`get_product_details`** - Get detailed product information and prices\n- **`get_product_list`** - List all products from database\n- **`get_statistics`** - Generate comprehensive statistics\n\n### Data Management Tools\n\n- **`save_product_prices`** - Save found prices to database\n\n### License Management Tools\n\n- **`check_license_status`** - Check current license status\n- **`set_license_key`** - Set new license key\n\n### Excel Tools\n\n- **`parse_excel_file`** - Parse Excel file and return structured data\n- **`get_excel_info`** - Get information about Excel file structure without reading all data\n- **`export_to_excel`** - Export data to Excel file with formatting\n- **`filter_excel_data`** - Filter Excel data by specified criteria\n- **`transform_excel_data`** - Transform Excel data according to specified rules\n\n## \ud83d\udcda Documentation\n\n### For AI Agents\n\nIf you're an AI agent working with this system, start here:\n\n- **[\ud83d\ude80 Quick Start for AI Agents](docs/GETTING_STARTED_AI_AGENT.md)** - Get up and running in 5 minutes\n- **[\ud83d\udccb Price Format Cheat Sheet](docs/guides/PRICE_FORMAT_CHEAT_SHEET.md)** - Essential formats on one page\n- **[\ud83c\udfaf AI Agent Examples](docs/implementation/AI_AGENT_EXAMPLES.md)** - Practical usage scenarios\n- **[\ud83d\udcd6 Complete Format Guide](docs/implementation/AI_AGENT_PRICE_FORMAT_GUIDE.md)** - Detailed format documentation\n\n### For Developers\n\n- **[\ud83d\udee0\ufe0f MCP Tools Reference](docs/implementation/MCP_TOOL_USAGE_GUIDE.md)** - Complete tool documentation\n- **[\u2699\ufe0f Technical Specification](docs/implementation/PRICE_DATA_FORMAT_SPECIFICATION.md)** - Technical details\n- **[\ud83d\udcc1 Documentation Index](docs/README.md)** - Full documentation structure\n\n## Usage Examples\n\n### Save Product Prices (AI Agent)\n\n```python\n# Recommended format for AI agents\nsearch_results = {\n \"marketplaces\": {\n \"komus.ru\": {\n \"price\": \"1250 \u0440\u0443\u0431\",\n \"availability\": \"\u0432 \u043d\u0430\u043b\u0438\u0447\u0438\u0438\",\n \"url\": \"https://www.komus.ru/product/12345\"\n },\n \"vseinstrumenti.ru\": {\n \"price\": \"1320.50 \u0440\u0443\u0431\",\n \"availability\": \"\u0434\u043e\u0441\u0442\u0443\u043f\u0435\u043d \u0434\u043b\u044f \u0437\u0430\u043a\u0430\u0437\u0430\",\n \"url\": \"https://www.vseinstrumenti.ru/product/67890\"\n }\n }\n}\n\nresult = await mcp_client.call_tool(\"save_product_prices\", {\n \"product_code\": 195385.0,\n \"search_results\": search_results\n})\n```\n\n### Get Product Details\n\n```python\n# Get detailed information about a product\nresult = await mcp_client.call_tool(\"get_product_details\", {\n \"product_code\": 195385.0\n})\n```\n\n### Generate Statistics\n\n```python\n# Get comprehensive statistics\nresult = await mcp_client.call_tool(\"get_statistics\", {})\n```\n\n### Parse Excel File\n\n```python\n# Parse Excel file with specific parameters\nresult = await mcp_client.call_tool(\"parse_excel_file\", {\n \"file_path\": \"data/input.xlsx\",\n \"sheet_name\": \"\u0414\u0430\u043d\u043d\u044b\u0435\",\n \"header_row\": 0,\n \"max_rows\": 100\n})\n```\n\n### Export Data to Excel\n\n```python\n# Export processed data to Excel with formatting\nresult = await mcp_client.call_tool(\"export_to_excel\", {\n \"data\": processed_data,\n \"file_path\": \"data/output.xlsx\",\n \"sheet_name\": \"\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b\",\n \"apply_formatting\": True,\n \"auto_adjust_columns\": True\n})\n```\n\n### Filter Excel Data\n\n```python\n# Filter data by multiple criteria\nresult = await mcp_client.call_tool(\"filter_excel_data\", {\n \"data\": excel_data,\n \"filters\": {\n \"\u041a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u044f\": \"\u0425\u043e\u0437\u0442\u043e\u0432\u0430\u0440\u044b \u0438 \u043f\u043e\u0441\u0443\u0434\u0430\",\n \"\u0426\u0435\u043d\u0430 \u043f\u043e\u0437\u0438\u0446\u0438\u0438\\n\u041c\u041f c \u041d\u0414\u0421\": {\n \"greater_than\": 1000,\n \"less_than\": 5000\n }\n }\n})\n```\n\n## Configuration\n\n### License Configuration\n\nThe system requires a valid license key. You can provide it through:\n\n1. **Environment variable**: `LICENSE_KEY=your-key`\n2. **MCP configuration**: Set in the `env` section of your MCP config\n3. **Configuration file**: `data/.license_config.json`\n\n### Data Directory\n\nThe system automatically creates user data directories following OS standards:\n\n- **Windows**: `%APPDATA%\\offers-check-marketplaces\\`\n- **macOS**: `~/Library/Application Support/offers-check-marketplaces/`\n- **Linux**: `~/.local/share/offers-check-marketplaces/` (XDG compliant)\n\nContains:\n\n- SQLite database (`database/products.db`)\n- License cache (`cache/.license_cache.json`)\n- Excel files for import/export\n- Application logs (`logs/`)\n\n#### Data Migration\n\nThe system automatically migrates data from the legacy `./data` directory to the new standard location. During migration:\n\n- Files are safely copied (not moved) to preserve originals\n- Migration is skipped if files are currently in use (e.g., Excel files are open)\n- The old directory is renamed to `data.migrated` after successful migration\n\n#### Environment Variables\n\n- **`OFFERS_CHECK_DATA_DIR`** - Override default data directory location\n- **`OFFERS_CHECK_DISABLE_MIGRATION`** - Set to `true` to disable automatic migration\n\n#### Migration Control\n\n```bash\n# Disable automatic migration\nexport OFFERS_CHECK_DISABLE_MIGRATION=true\n\n# Use custom data directory\nexport OFFERS_CHECK_DATA_DIR=/path/to/custom/location\n\n# Windows examples\nset OFFERS_CHECK_DISABLE_MIGRATION=true\nset OFFERS_CHECK_DATA_DIR=C:\\MyData\\offers-check\n```\n\nFor detailed migration information, see [Data Migration Guide](docs/guides/DATA_MIGRATION_GUIDE.md).\n\n## Development\n\n### Setup Development Environment\n\n```bash\ngit clone https://github.com/yourusername/offers-check-marketplaces-mcp.git\ncd offers-check-marketplaces-mcp\n\n# Install with development dependencies\npip install -e \".[dev]\"\n```\n\n### Running Tests\n\n```bash\n# Run all tests\npytest\n\n# Run specific test files\npython test_license_integration.py\npython test_mcp_license_tools.py\npython test_final_integration.py\n```\n\n### Building Package\n\n```bash\n# Install build tools\npip install build twine\n\n# Build package\nuv build\n\n# Upload to PyPI (requires credentials)\nuvx twine upload dist/*\n```\n\n## Architecture\n\n### Components\n\n- **Server** (`server.py`) - Main MCP server with tool implementations\n- **License Manager** (`license_manager.py`) - License verification and management\n- **Database Manager** (`database_manager.py`) - SQLite database operations\n- **Search Engine** (`search_engine.py`) - Multi-marketplace search coordination\n- **Data Processor** (`data_processor.py`) - Excel file processing\n- **Statistics Generator** (`statistics.py`) - Analytics and reporting\n- **Error Handling** (`error_handling.py`) - Comprehensive error management\n\n### Data Flow\n\n1. **Input**: Excel files with product specifications\n2. **Processing**: Search products across marketplaces\n3. **Storage**: Save results to SQLite database\n4. **Analysis**: Generate statistics and comparisons\n5. **Output**: Updated Excel files with prices and analysis\n\n## API Reference\n\n### Get Product Details\n\n```python\nget_product_details(product_code: float) -> dict\n```\n\nGet detailed information about a specific product.\n\n**Parameters:**\n\n- `product_code` (float): Unique product code from database\n\n**Returns:**\n\n- Dictionary with product details and price analysis\n\n## Error Handling\n\nThe system includes comprehensive error handling:\n\n- **License Errors**: Invalid or missing license keys\n- **Network Errors**: Marketplace connectivity issues\n- **Database Errors**: SQLite operation failures\n- **Validation Errors**: Invalid input parameters\n\nAll errors are logged and return user-friendly messages.\n\n## Contributing\n\n1. Fork the repository\n2. Create a feature branch (`git checkout -b feature/amazing-feature`)\n3. Commit your changes (`git commit -m 'Add amazing feature'`)\n4. Push to the branch (`git push origin feature/amazing-feature`)\n5. Open a Pull Request\n\n## License\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.\n\n## Support\n\n- **Documentation**: [GitHub Repository](https://github.com/yourusername/offers-check-marketplaces-mcp)\n- **Issues**: [Bug Tracker](https://github.com/yourusername/offers-check-marketplaces-mcp/issues)\n- **License**: Contact support for license-related questions\n\n## Changelog\n\n### v0.1.0\n\n- Initial release\n- Multi-marketplace product search\n- Price comparison and analysis\n- Integrated license management\n- MCP server implementation\n- Excel data processing\n- SQLite database storage\n- Comprehensive error handling\n\n---\n\nMade with \u2764\ufe0f for automated marketplace analysis\n",
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