Codeql
A project that runs a Model Context Protocol (MCP) server, encapsulates the CodeQL query server, and supports interaction with CodeQL through structured commands and document search.
2.5 points
9.0K

What is the CodeQL MCP Server?

The CodeQL MCP server is a tool based on the Model Context Protocol (MCP). It connects CodeQL databases with external tools (such as Cursor or AI agents) through structured commands. It allows users to efficiently run CodeQL queries, locate symbol positions, and parse query results.

How to use the CodeQL MCP Server?

First, start the server, and then configure the MCP address in the tool (such as Cursor). Enter query requests in natural language, and the server will return structured query results.

Applicable Scenarios

The CodeQL MCP server is very suitable for developers and security teams who need to quickly analyze codebases, locate symbol definitions, or generate code security reports.

Main Features

Register a CodeQL Database
Allows associating a CodeQL database with the MCP server for subsequent query operations.
Execute a Full Query or Quickly Evaluate a Symbol
Supports running full CodeQL queries or quickly parsing symbol definitions.
Decode a .bqrs File to JSON
Converts a .bqrs query result file into an easily parsable JSON format.
Locate the Position of a Class or Symbol
Helps developers quickly find the specific position of a class, function, or other symbol in the source code.
Advantages
Simplifies the usage process of CodeQL queries without the need for manual tool installation.
Supports multiple query types to meet diverse needs.
Seamlessly integrates with mainstream tools (such as Cursor).
Efficient symbol location capabilities improve development efficiency.
Limitations
Requires pre - configuration of the CodeQL environment.
May require additional optimization for some complex queries.
Relies on a network connection for remote calls.

How to Use

Install Dependencies
Ensure that Python 3.x and necessary libraries, such as fastmcp and httpx, are installed.
Start the Server
Run the following command to start the MCP server.
Configure Cursor
Edit the Cursor configuration file and specify the MCP server address.

Usage Examples

Find the Definition of a Class
Locate the definition of a specific class through natural language prompts.
Run a Simple Query
Execute a simple CodeQL query and get the results.

Frequently Asked Questions

What pre - conditions are required for the CodeQL MCP server?
How to solve the problem of slow query execution?
Does it support custom query storage locations?

Related Resources

CodeQL Official Documentation
Official documentation for the CodeQL query language.
Cursor Tool Official Website
A development tool that supports CodeQL MCP integration.
GitHub Code Repository
Open - source code for the CodeQL MCP server.

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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