What does SuperSQL MCP Service do?
It converts natural language text into SQL queries using generative large models and RAG technology trained on database schemas.
@guocjsh
Basic information
Super SQL is a Java framework based on advanced generative large models, focusing on transforming database table structures through Retrieval-Augmented Generation (RAG) technology into intelligent conversions from natural language text to SQL queries (Text to SQL). This framework
Add this server to your MCP-compatible client using the configuration below.
{
"mcpServers": {
"super-sql-mcp-server": {
"command": "java",
"args": [
"-jar",
"-Dspring.ai.mcp.server.stdio=true",
"-Dspring.main.web-application-type=none",
"-Dlogging.pattern.console=",
"-Dspring.datasource.driver-class-name=com.mysql.cj.jdbc.Driver",
"-Dspring.datasource.url=jdbc:mysql://localhost:3306/supersql?characterEncoding=utf8&useSSL=false",
"-Dspring.datasource.username=root",
"-Dspring.datasource.password=123456",
"-Dspring.ai.azure.openai.api-key=your_openai_api_key",
"-Dspring.ai.azure.openai.chat.options.deployment-name=your_chat_model_deployment_name",
"-Dspring.ai.azure.openai.endpoint=your_openai_endpoint",
"-Dspring.ai.azure.openai.embedding.options.deployment-name=your_embedding_model_deployment_name",
"-Dspring.ai.vectorstore.chroma.client.host=http://127.0.0.1",
"-Dspring.ai.vectorstore.chroma.client.port=8000",
"-Dspring.ai.vectorstore.chroma.collection-name=super-sql",
"-Dspring.ai.vectorstore.chroma.initialize-schema=true",
"D:\\your_jar_file_path\\super-sql-mcp-stdio-1.0.0-M1.jar"
],
"env": {}
}
}
}Tool list not available yet
This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.
We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.
SuperSQL MCP Service is a Java framework that leverages advanced generative large models to implement NL2SQL (Natural Language to SQL). It uses Retrieval-Augmented Generation (RAG) to train on database table structures, enabling conversion of natural language questions into accurate SQL queries.
The README does not provide installation, configuration, or invocation instructions. It describes SuperSQL as a Java framework with a concise API design and easy integration into existing projects.
It converts natural language text into SQL queries using generative large models and RAG technology trained on database schemas.
SuperSQL MCP Service is a Java framework, so it requires a Java runtime environment to run and integrate.
The service is compatible with several mainstream database systems, though specific names are not listed in the README.
It uses Retrieval-Augmented Generation (RAG) to train on database table structures, improving the accuracy and relevance of the generated SQL.
Developers and users who want to perform complex database operations in Java applications and add AI capabilities to enterprise systems.

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