Sohu Tech Products

Apr 22, 2026 · Artificial Intelligence

Practicing an AST‑Driven MCP Code Context Service for AI Code Review

The article describes how an AST‑based code‑context service, wrapped by an MCP middleware and built with Spring AI and Eclipse JDT, supplies structured Java code information to large models, addressing the context gaps of diff‑only AI code review and improving accuracy through concrete examples and evaluation.