Nilay Baranwal
  • WorkSection
  • WritingSection
  • LabSection
  • Open sourceSection
  • GallerySection
  • AboutSection
  • ResumeSection
  • ContactSection
  • Hive MindProject
  • Pre-trade dashboardProject
  • Social LineProject
  • PartymakerProject
  • Orvio.aiProject
  • Agentic property managementProject
  • AI agents now outwork humans at Anthropic. Junior engineers are feeling it first.Article
  • Anthropic replaced git. Here's why you probably shouldn't.Article
  • Recruiters can now interview your AI twin. Here's what it actually checks.Article
  • Everyone's building a Jev rival. The independent numbers tell a different story.Article
  • Jev vs OpenAI Decisions API: which decision model should your agent use?Article
  • Top 10 Jev use cases in agentic appsArticle
  • Jev vs Laya: decision modelsArticle
  • LLMs or Jev: where each one actually fitsArticle
  • Everyone's talking about Jev. Here's a closer look at what the data shows.Article
  • Live agent with an approval gateLab
  • AI engineer interview, beginner pathLab
  • Behavioural interview coachLab
  • Interview drill, experiencedLab
  • AI adoption plannerLab
  • Discovery call simulatorLab
  • Scope a vague problemLab
  • MCP analyzerLab
  • MCP inspectorLab
  • Tool gate playgroundLab
  • Prompt-injection spotterLab
  • RAG chunking visualizerLab
  • Eval benchLab
  • Agent trace debuggerLab
  • Prompt caching simulatorLab
  • Context window budgetLab
  • textagentOpen source
  • Help EngineerOpen source
  • Email nilaybaranwal@gmail.comContact
  • Connect your agent to my MCP serverLab
  • LinkedInContact
  • GitHubContact
Lab

For forward deployed work

MCP analyzer

Connect to any MCP server, this site's included, and get a graded list of what's wrong with its tools and how to fix it.

1. Connect

This site runs a public, read-only MCP server at nilaybaranwal.com/mcp. Add it to any MCP client to let your agent browse my work.