Zapiar_MCP_Server

by Narendrareddygithub

158 downloads
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GitHub

Description

# 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…

About

# 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…

Details

Author
Narendrareddygithub
Downloads
158
Categories
Other

- Unified MCP interface for multi-agent communication
- Context memory for sequential decision flows
- Low-latency response routing for AI assistants
- Webhook and REST API integration
- JSON Schema automation support

Zapiar_MCP_Server runs on Node.js with Express and uses webhooks and REST APIs to interface with Make.com via its MCP integration. Set up the server, then connect it to Make.com and Telegram bots for agentic automation.

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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