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| 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 | |
| [](https://github.com) | |
| [](https://huggingface.co) | |
| [](https://gradio.app) | |
| > **🏆 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 | |
| --- | |
| ## 👨💻 Developer | |
| **Syed Muzakkir Hussain** | |
| [](https://huggingface.co/muzakkirhussain011) | |
| --- | |
| <div align="center"> | |
| **Built with ❤️ by [Syed Muzakkir Hussain](https://huggingface.co/muzakkirhussain011) for the Gradio Agents & MCP Hackathon 2025** | |
| `mcp-in-action-track-enterprise` | |
| </div> | |