Sample For Bedrock Integration With Database MCP Server
This project demonstrates how to integrate the conversational AI capabilities of AWS Bedrock with relational databases through the MCP server architecture to achieve the function of querying databases in natural language.
rating : 2.5 points
downloads : 17
What is the MCP server?
The MCP server is an intermediate layer tool used to simplify the interaction between databases and generative AI. It supports querying databases in natural language and handles complex database operations and security protocols.How to use the MCP server?
Through the MCP server, you can interact with the database using natural language without writing SQL queries. Simply enter a question, and the MCP will automatically parse and execute the corresponding database operations.Applicable scenarios
The MCP server is suitable for enterprises and individual developers who need to quickly build database-driven applications. For example, customer service systems, data analysis tools, and business report generators.Main features
Natural language querySupports directly querying databases through natural language without writing SQL statements.
Cross-database supportCompatible with multiple database systems (such as PostgreSQL and SQLite), facilitating enterprise expansion.
Security complianceBuilt-in security mechanisms ensure that data access complies with privacy and regulatory requirements.
Real-time interactionSupports continuous conversations, providing a smooth user experience.
Advantages and limitations
Advantages
Reduce development cost and time
Improve user experience
Enhance data security
Support multi-language queries
Limitations
Limited support for complex queries
Dependent on the performance of the underlying database
May require additional configuration
How to use
Install the MCP server
Install the MCP server to your development environment via npm.
Configure the database connection
Edit the configuration file to add database connection information.
Start the MCP server
Run the MCP server to listen for requests from clients.
Test the query
Use natural language to query the database and verify the results.
Usage examples
List all productsQuery all products in the database through natural language.
Query products with a price greater than 50Query products with a price higher than $50.
Frequently Asked Questions
Which databases does the MCP server support?
How to protect database security?
Does it support multi-language queries?
Related resources
MCP official documentation
Detailed introduction and technical documentation of the MCP protocol.
GitHub code repository
Open-source code for the MCP server.
Tutorial video
Video tutorial for quickly getting started with the MCP server.
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