Narendrareddygithub/Zapiar_MCP_Server
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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