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
- stores 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
https://github.com/abhishekdubey331/ReviewRadar
Full Article
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