FlareStart
HomeNewsHow ToSources
FlareStart

Where developers start their day. All the tech news & tutorials that matter, in one place.

Quick Links

  • Home
  • News
  • Tutorials
  • Sources
  • Privacy Policy

Connect

© 2026 FlareStart. All rights reserved.

Back to articles
Build a Production-Ready Review Analytics MCP Server with TypeScript, Rules, LLMs, and Vector Search
How-ToMachine Learning

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

via Dev.toAbhishek dubey17h ago

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 You can read the full deep dive here: https://medium.com/@abhishekdubey331/build-a-review-analytics-mcp-server-with-typescript-rules-llms-and-vector-search-15a6297e5f2a

Continue reading on Dev.to

Opens in a new tab

Read Full Article
4 views

Related Articles

The Strange Advice Engineers Eventually Hear
How-To

The Strange Advice Engineers Eventually Hear

Medium Programming • 17h ago

How-To

A Gentle Introduction to Mercury

Lobsters • 18h ago

Code Is Culture: Why the Language We Build With Matters
How-To

Code Is Culture: Why the Language We Build With Matters

Medium Programming • 1d ago

How To Implement Validation With MediatR And FluentValidation
How-To

How To Implement Validation With MediatR And FluentValidation

Medium Programming • 1d ago

As people look for ways to make new friends, here are the apps promising to help
How-To

As people look for ways to make new friends, here are the apps promising to help

TechCrunch • 1d ago

Discover More Articles