Zapiar_MCP_Server

Narendrareddygithub/Zapiar_MCP_Server

3.2

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Zapiar_MCP_Server is a robust Model Context Protocol server designed to facilitate seamless communication between language models and various applications.

Zapiar MCP Server

A lightweight Model Context Protocol (MCP) server enabling agentic automation within Make.com and Telegram bots — forming the backend for AI-driven sales assistants.

🧠 Overview

Connects LLM agents to dynamic workflow automation systems, allowing real-time decision-making, contextual task execution, and adaptive responses.

⚙️ Tech Stack

  • Node.js + Express
  • Make.com MCP Integration
  • Webhooks + REST APIs
  • JSON Schema Automation

💡 Key Features

  • Unified MCP interface for multi-agent communication
  • Context memory for sequential decision flows
  • Low-latency response routing for AI assistants

🚀 Outcome

Enabled 50% faster workflow automation in Salesman AI prototype.

📈 Learning

Understanding of AI agent communication protocols and workflow orchestration in production environments.

👤 Author

Ode Narendra Reddy

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