README.md

metadata

title: CX AI Agent - B2B Sales Intelligence
emoji: 🤖
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.33.0
app_file: app.py
pinned: false
license: mit
short_description: AI-powered B2B sales automation with MCP tools
tags:
  - mcp-in-action-track-enterprise
  - mcp
  - autonomous-agent
  - b2b-sales
  - prospect-discovery
  - email-automation
  - gradio
  - huggingface
  - qwen
  - sales-intelligence

🤖 CX AI Agent - B2B Sales Intelligence Platform

🏆 MCP in Action Track - Enterprise Applications

Tag: mcp-in-action-track-enterprise

📹 Overview

An AI-powered B2B sales automation platform that helps sales teams discover prospects, find decision-makers, and draft personalized outreach emails—all powered by autonomous AI agents using the Model Context Protocol (MCP).

🎯 Key Features

Feature	Description
🔍 AI Discovery	Automatically find and research prospect companies matching your ideal customer profile
👥 Contact Finder	Locate decision-makers (CEOs, VPs, Founders) with verified email addresses
✉️ Email Drafting	Generate personalized cold outreach emails based on company research
💬 AI Chat	Interactive assistant for pipeline management and real-time research
👤 Prospect Chat	Demo of prospect-facing AI with handoff & escalation capabilities
📊 Dashboard	Real-time pipeline metrics and progress tracking

🚀 Quick Start

1. Setup: Enter your HuggingFace token and company name
2. Discover: Let AI find prospects matching your profile
3. Review: Check discovered companies and contacts
4. Engage: Use AI-drafted emails for outreach

🏗️ Architecture

┌─────────────────────────────────────────────────────────────┐
│                      CX AI Agent                       │
├─────────────────────────────────────────────────────────────┤
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐         │
│  │   Gradio   │  │  Autonomous│  │    MCP     │         │
│  │     UI     │──│    Agent   │──│   Servers  │         │
│  └─────────────┘  └─────────────┘  └─────────────┘         │
│         │                │                │             │
│         ▼                ▼                ▼             │
│  ┌─────────────────────────────────────────────────┐        │
│  │              MCP Tool Definitions           │        │
│  │  • Search (Web, News)                       │        │
│  │  • Store (Prospects, Contacts, Facts)       │        │
│  │  • Email (Send, Thread Management)          │        │
│  │  • Calendar (Meeting Slots, Invites)        │        │
│  └─────────────────────────────────────────────────┘        │
└─────────────────────────────────────────────_────────────────┘

🔧 MCP Tools Available

Search MCP Server

• search_web - Search the web for company information
• search_news - Find recent news about companies

Store MCP Server

• save_prospect / get_prospect / list_prospects - Manage prospects
• save_company / get_company - Store company data
• save_contact / list_contacts_by_domain - Manage contacts
• discover_prospects_with_contacts - Full discovery pipeline
• find_verified_contacts - Find decision-makers

Email MCP Server

• send_email - Send outreach emails
• get_email_thread - Retrieve conversation history

Calendar MCP Server

• suggest_meeting_slots - Generate available times
• generate_calendar_invite - Create .ics files

🎭 Prospect Chat Demo

The Prospect Chat Demo showcases how prospects can interact with your company's AI:

• Lead Qualification: AI asks qualifying questions to understand prospect needs
• Handoff Packets: Generate comprehensive summaries for human sales reps
• Escalation Flows: Automatically escalate complex inquiries to humans
• Meeting Scheduling: Integrate with calendar for instant booking

📊 Technology Stack

Component	Technology
Frontend	Gradio 5.x
AI Model	Qwen2.5-72B / Qwen3-32B via HuggingFace
Protocol	Model Context Protocol (MCP)
Search	Serper API
Language	Python 3.8+

🔑 Environment Variables

Set these in your Space Secrets:

HF_TOKEN=your_huggingface_token_here
SERPER_API_KEY=your_serper_api_key_here  # Optional

📁 Project Structure

cx-ai-agent/
├── app.py                    # Main Gradio application
├── requirements.txt          # Python dependencies
├── README.md                 # This file
├── app/
│   └── schema.py            # Pydantic data models
└── mcp/
    ├── agents/              # Autonomous AI agents
    ├── servers/             # MCP server implementations
    └── tools/
        └── definitions.py   # MCP tool definitions

📝 License

This project is open source and available under the MIT License.

🙏 Acknowledgments

• Anthropic - Model Context Protocol specification
• HuggingFace - AI model hosting and inference
• Gradio - UI framework
• Serper - Web search API

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👨‍💻 Developer

Syed Muzakkir Hussain

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Built with ❤️ by Syed Muzakkir Hussain for the Gradio Agents & MCP Hackathon 2025

mcp-in-action-track-enterprise