A developer replaced grep-based code review with a knowledge graph integrated via the Model Context Protocol (MCP), uncovering three bugs that vector search had missed. The graph retrieves code by str…
Radar, a deterministic code search and navigation tool, builds compact maps and exact source routes that enable coding agents to read fewer files and spend fewer tokens, achieving a 37.1x faster clean…
A developer warns that before connecting any code-intelligence MCP server like code-review-graph to an agent, the first integration should be read-only and proven with a canary. The developer recommen…
To dramatically improve AI coding assistants by using the Model Context Protocol (MCP) to create knowledge graphs of codebases. Instead of having the AI read every file from scratch for each query—whi…