Argus FAQs

Question 1

What is Argus and how does it improve code quality?

Accepted Answer

Argus is an AI-powered Model Context Protocol (MCP) server that performs rigorous, zero-trust code reviews. It acts as a 'Senior QA Engineer & Security Auditor,' identifying critical bugs, security flaws (OWASP), performance issues, and architectural improvements to elevate your code quality.

Question 2

What AI models and programming languages does Argus support?

Accepted Answer

Argus supports multiple leading AI models, including GLM 4.7, Gemini 3 Flash Preview, and MiniMax M2.1. It provides language-aware, specialized checks for over 10 programming languages like Python, JavaScript, TypeScript, Go, Java, and Rust.

Question 3

How does Argus integrate with my existing development environment?

Accepted Answer

Argus seamlessly integrates with any MCP-compatible client, such as Windsurf IDE, Claude Desktop, and Cursor. You can issue natural language commands directly within your IDE, and Argus automatically analyzes your code based on context (single file, git diff, multiple files).

Question 4

What kind of issues can Argus detect in my code?

Accepted Answer

Argus detects a wide range of issues categorized as 'Must Fix' (critical bugs, security flaws), 'Should Fix' (logic gaps, risky patterns), and 'Suggestions' (code style, optimizations, best practices). It covers security (OWASP), logic, performance, and architecture.

Question 5

Does Argus offer fast and efficient code reviews?

Accepted Answer

Yes, Argus features intelligent 1-hour TTL caching for faster repeated code checks, resulting in near-instantaneous cached responses. It also offers a 'Git Diff' review mode for quick checks on only your changes, saving tokens and speeding up reviews.

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