Sql Server Table Assistant
A natural language interaction assistant for single SQL Server tables based on the Modal Context Protocol, supporting querying and modifying data through natural language, and providing query optimization, result interpretation, and log recording functions.
rating : 2 points
downloads : 7
What is the SQL Server Table Assistant?
The SQL Server Table Assistant is a natural language processing-based application that allows you to interact with specific SQL Server tables. Through simple conversations, you can easily query, insert, update, or delete data.How to use the SQL Server Table Assistant?
Simply enter your question or request, and the assistant will automatically generate the corresponding SQL query and display the results. You can also further optimize the query through feedback.Applicable scenarios
Suitable for scenarios that require quick access to and operation of SQL Server tables, such as data analysis, report generation, or daily management tasks.Main features
Natural language querySupports asking questions in natural language and automatically converts them into SQL queries.
Multi-round iterative optimizationContinuously improves SQL queries based on feedback until the requirements are met.
Security permission controlLimited to operations on a single table, reducing the risk of data leakage.
History record savingAutomatically saves all query histories for subsequent reference.
Advantages and limitations
Advantages
Easy to use without writing SQL statements
Focuses on single-table operations to enhance security
Supports multi-round conversations to optimize queries
Automatically saves query histories
Limitations
Only supports single-table operations and cannot perform cross-table queries
May require multiple iterations for complex queries
Depends on the Azure OpenAI service, and network latency may affect the experience
How to use
Install dependencies
Ensure that Python 3.12 or a higher version is installed, and run pip install -r requirements.txt to install all necessary libraries.
Configure environment variables
Create a.env file and fill in the necessary configuration information, including Azure OpenAI credentials and database connection information.
Start the application
Run python mcp-ssms-client.py to start the application.
Usage examples
Query the highest-paid employeesShow the highest-paid employees in each department.
Filter high-salary employeesFilter out employees with a salary over $50,000.
Frequently Asked Questions
How to install the necessary dependencies?
What should I do if I encounter connection problems?
How to view the historical query records?
Related resources
GitHub repository
Project source code and documentation
Azure OpenAI official documentation
Learn more details about the Azure OpenAI service
SQL Server official documentation
Deeply learn the basics of SQL Server
Featured MCP Services

Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
100
4.3 points

Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
1.7K
5 points

Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
153
4.5 points

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
840
4.3 points

Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
575
5 points

Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
6.7K
4.5 points

Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
5.2K
4.7 points

Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
761
4.8 points