Codeql MCP
This project is a tool for running a Model Context Protocol (MCP) server. It encapsulates the functions of the CodeQL query server and supports interaction with CodeQL through structured commands and document search.
rating : 2.5 points
downloads : 91
What is the CodeQL MCP Server?
This is a middleware service based on the Model Context Protocol (MCP). It encapsulates the functions of the CodeQL query server, enabling AI tools (such as Cursor) or automated agents to interact with CodeQL through standardized commands.How to use the CodeQL MCP Server?
After installing the service, configure your AI tool to connect to the MCP server endpoint, and then you can execute CodeQL queries and analyze code through natural language commands.Use cases
Suitable for developers to quickly conduct code security analysis in the IDE, AI-assisted vulnerability detection, and automated code audit workflows.Main features
CodeQL database registrationCan register and manage multiple CodeQL analysis databases
Query executionSupports executing full queries or quickly evaluating specific code symbols
Result decodingConvert CodeQL's .bqrs binary result files into a readable JSON format
Symbol locationQuickly locate the position of a class or predicate in the source code
Advantages and limitations
Advantages
Provide a standardized AI-friendly interface
Support integration with multiple editors/IDEs
Simplify the parsing process of CodeQL results
Limitations
Requires pre-installation of the CodeQL CLI tool
Performance depends on the capabilities of the underlying CodeQL server
Currently mainly supports security analysis scenarios
How to use
Install dependencies
Use uv or pip to install the required Python dependency packages
Start the server
Run the MCP server and specify the SSE transmission protocol
Configure the editor
Configure the server endpoint in tools that support MCP, such as Cursor
Usage examples
Find security vulnerabilitiesFind potential XSS vulnerabilities in JavaScript code
Code understandingGet the call graph of a specific function
Frequently Asked Questions
Why is the CodeQL CLI tool required?
Which editors/IDEs are supported?
How is the query performance?
Related resources
CodeQL official documentation
Official usage documentation and technical reference for CodeQL
Cursor editor
An AI-enhanced code editor that supports the MCP protocol
MCP protocol specification
Technical specification document for the Model Context Protocol
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