AI

Many frontend engineers feel a bit confused when first encountering MCP: it sounds like a protocol, acts like an Agent, and discussions are full of Tool, Prompt, Resource, and Skill. But you don't need to digest all these terms at once. Just remember this one sentence: MCP is a standardized way for AI to connect tools, access data, and actually get things done.

code-review-graph is an open-source tool for AI coding assistants. It first builds a structured knowledge graph of your codebase locally, then supplies only the relevant context to the AI — avoiding a full scan of the entire repository on every task. Powered by Tree-sitter to parse ASTs, it organizes functions, classes, imports, call relationships, and test dependencies into a graph structure, and makes it available to tools like Claude Code, Codex, and Cursor via MCP.