mcp-demo-server
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A Model Context Protocol (MCP) server that provides product review data and search functionality.
MCP Product Reviews Server
A Model Context Protocol (MCP) server that provides product review data and search functionality.
Features
- Exposes product list as resources
- Provides tools for searching reviews by product ID, rating, and keywords
- Mock API based on AWS Lambda functions in
/product-api/functions/ - Designed to be used with CLINE as an SSE server
Installation
This project uses uv for dependency management.
# Install dependencies
uv pip install "mcp[cli]"
Usage
Running the MCP Server
# Run the server directly
python product_mcp_server.py
# Or use the MCP CLI
mcp run product_mcp_server.py
Development Mode
For testing and debugging:
mcp dev product_mcp_server.py
在本地部署
- transport 选择
stdio, MCP Client 与 Server 之间通过本地标准 I/O通信
mcp.run(transport='stdio')
如果 server 在本地，配置启动命令， CLINE 会通过mcp run / uv run mcp run / unx 等命令启动这个 server， CLINE 集成了 MCP Client 代码，可以与server 通信
2. transport 选择 sse, MCP Client 与 Server 之间通过本地标准 I/O通信
mcp.run(transport='sse')
如果 server 在远端部署，无论是通过配置 /etc/systemd/system/mcp-server.service 使用 systemctl start mcp-server 命令启动，还是通过mcp run / uv run mcp run / unx 等命令启动，都可以通过{host}:{port}/sse访问，在 CLINE中配置如下进行使用
"{server name}": {
"url": "http://{host}:{port}:8000/sse",
"disabled": false,
"autoApprove": []
}
Integration with CLINE
To use this server with CLINE:
-
Start the MCP server:
python product_mcp_server.py -
Configure CLINE to connect to the server (refer to CLINE documentation for specific steps)
Available Resources
products://all- Get a list of all productsproducts://{product_id}- Get details for a specific productreviews://{product_id}- Get reviews for a specific product
Available Tools
get_products()- Get a list of all available productsget_product_reviews(product_id)- Get reviews for a specific productsearch_reviews_by_rating(min_rating)- Search for reviews with a minimum ratingsearch_reviews_by_keyword(keyword)- Search for reviews containing a specific keyword
AWS Lambda Functions
The server includes mock implementations of AWS Lambda functions found in /product-api/functions/:
get_products.py- Returns a list of productsget_product_reviews.py- Returns reviews for a specific product
License
This project is licensed under the MIT License - see the LICENSE file for details.
