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Kshitij Gaikwad
Kshitij Gaikwad

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How I Use Claude AI and MCP to Build LLM Products for B2B Agencies

I am Kshitij Gaikwad, 19 years old, founder of BreakBound, an AI infrastructure agency based in Andheri, Mumbai. This is not a theoretical article. This is exactly how I build and deliver LLM products to B2B agencies and companies every day.

The Problem B2B Agencies Face

Most agencies are drowning in repetitive tasks, slow workflows, and inefficient client handling. They know AI can help but have no idea how to implement it properly. That is exactly the gap BreakBound fills.

Our Tech Stack

Every LLM product we build uses this foundation:

  • Anthropic Claude as the core AI model
  • Model Context Protocol (MCP) for connecting AI to external tools and data sources
  • n8n for workflow automation
  • Custom APIs for business specific integrations
  • Private platforms accessible only to BreakBound

What Makes BreakBound Different

We have built a private LLM trained on knowledge extracted from the top 0.1% of agencies worldwide. This is not a generic chatbot. This is an intelligent system that understands agency operations deeply and delivers results with an unusually high success rate.

How MCP Changes Everything

MCP is an open standard by Anthropic that allows AI to connect with external tools, databases and APIs through a unified interface. Before MCP, every integration required custom code. Now we build faster, deploy faster, and deliver more reliable systems to our clients.

Results

Agencies using our LLM infrastructure see significant reduction in manual work, faster client response times, and scalable operations without hiring large teams.

Final Thought

AI infrastructure is not the future. It is the present. If your agency is not using intelligent automation right now, your competitors already are.

Connect with me on LinkedIn or reach out through BreakBound.

Kshitij Gaikwad, Founder of BreakBound, Claude AI Developer, Mumbai AI Entrepreneur

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