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Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
Get 10X more out of Claude Code, Codex or any coding agent
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.
Costrict - strict AI coder for enterprises, quality first, including AI Agent, AI CodeReview, AI Completion.
Complex code hides connections, workflows, and business risks.Unvibe complex code. Trace business workflows.
TranslatedMcDonald's personality commit generator: find out your McDonald's personality (麦门人格, "Mai Men personality") and generate a custom git commit message (entry for the McDonald's MCP competition)
Security linter for AI-generated code: catches the exact vulnerabilities Copilot, Cursor and ChatGPT repeatedly produce. SQL injection, hardcoded secrets, JWT bypass, command injection and 15+ more rules. Grade A–F. Zero config. CI/CD ready.
TranslatedSimple Reviewer: a Codex skill for AI-assisted coding and Vibe Coding. Explain code, visualize workflows, and verify goals with evidence.
Every AI coding-agent CLI (Claude Code, Codex, Gemini, Qwen, Vibe) reviews your diff in parallel, read-only, for one ship/no-ship verdict. One tiny script: no server, no MCP.