Build a Production-Ready Review Analytics MCP Server with TypeScript, Rules, LLMs, and Vector Search

Dev.to AI
Generative AI

Build a Review Analytics MCP Server with TypeScript, Rules, LLMs, and Vector Search App reviews contain valuable product signals, but extracting insights from thousands of reviews manually is nearly impossible. I built ReviewRadar, a review intelligence MCP server that: classifies reviews using rules + LLM routing s embeddings for vector search detects P0/P1 issues automatically exposes analytics through MCP tools Architecture App Reviews → Rules Engine → LLM Router → Vector DB → Analytics → MCP Tools GitHub Full Article You can read the full deep dive here.