delei_mcp_server_database_jdbc
by deleiDatabase Integration for LLMs via MCP Server
Overview
The MCP Database Server is a specialized implementation of the Model Context Protocol (MCP) designed to provide Large Language Models (LLMs) with direct access to and knowledge about databases. This server bridges the gap between LLMs and database systems, enabling seamless integration and enhanced capabilities for AI-driven applications.
Key Features
- Database Access: Enables LLMs to query and interact with databases directly.
- Spring Boot Integration: Built using Spring Boot for robust and scalable server implementation.
- LangChain4j Support: Utilizes LangChain4j for advanced AI and language model integration.
- Java-Based: Fully implemented in Java, ensuring compatibility with a wide range of systems.
Tools and Technologies
- Java: Primary programming language for the server.
- Spring Boot: Framework for building the server application.
- LangChain4j: Library for integrating AI and language models.
- MCP Protocol: Core protocol for enabling model context interactions.
Configuration
To configure the MCP Database Server, follow these steps:
1. Clone the Repository:
bash
git clone https://github.com/delei/mcp-server-database-jdbc.git
2. Set Up the Environment:
- Ensure Java and Maven are installed.
- Configure the database connection settings in the application.properties file.
3. Build the Project:
bash
mvn clean install
4. Run the Server:
bash
mvn spring-boot:run
Usage
Once the server is up and running, you can integrate it with your LLM applications to enable database access. Here’s how:
1. Querying Databases:
- Use the MCP API to send queries from your LLM to the database.
2. Data Retrieval:
- Retrieve and process data directly within your LLM application.
3. Enhanced Capabilities:
- Leverage the server to provide context-aware responses based on database content.
Resources
- Repository: mcp-server-database-jdbc
- License: Apache-2.0
Contributing
Contributions to the MCP Database Server are welcome! Follow these steps to contribute:
1. Fork the Repository.
2. Create a New Branch for your feature or bug fix.
3. Submit a Pull Request with your changes.
License
This project is licensed under the Apache-2.0 License. See the LICENSE file for more details.
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