Codebadger Toolkit
Provides AI assistants with production-ready static code analysis capabilities using Joern's Code Property Graph technology via a Model Context Protocol server.
概要
Codebadger Toolkit is a robust Model Context Protocol (MCP) server designed to empower AI assistants with advanced static code analysis. Leveraging Joern's powerful Code Property Graph (CPG) technology, it offers multi-language support for over 12 languages (including Java, Python, C/C++, and JavaScript) and ensures secure, isolated analysis sessions via Docker containers. The server integrates seamlessly with GitHub for direct repository analysis, manages persistent CPG sessions with Redis-backed caching, and supports asynchronous query execution. This makes it an ideal solution for integrating deep code intelligence, including comprehensive security analysis (taint, slicing, reachability), into AI-powered development workflows.
主な機能
- Multi-Language Support (Java, C/C++, JavaScript, Python, Go, Kotlin, C#, Ghidra, Jimple, PHP, Ruby, Swift)
- 20 GitHub stars
- Docker Isolation for secure and concurrent analysis sessions
- Comprehensive Security Analysis (taint analysis, program slicing, reachability checks)
- GitHub Integration to analyze repositories directly from URLs
- Session-Based CPG management with Redis caching and asynchronous queries
ユースケース
- Enhancing AI assistant capabilities (e.g., GitHub Copilot) with deep static code analysis and contextual understanding.
- Performing advanced multi-language security audits for vulnerabilities like taint flows and critical data exposures.
- Programmatically exploring codebases and extracting detailed insights using custom CPGQL queries.
