Codeql MCP
C

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.
2.5 points
7.0K

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 registration
Can register and manage multiple CodeQL analysis databases
Query execution
Supports executing full queries or quickly evaluating specific code symbols
Result decoding
Convert CodeQL's .bqrs binary result files into a readable JSON format
Symbol location
Quickly locate the position of a class or predicate in the source code
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 vulnerabilities
Find potential XSS vulnerabilities in JavaScript code
Code understanding
Get 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

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

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