ConnectAI: MCP Hub for Gemini Tool and Data IntegrationsConnectAI: MCP Hub for Gemini Tool and Data Integrations
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Harshala's avatar
Harshala Dhemare
• Sep 26
🚀 ConnectAI — Model Context Protocol (MCP) Integration Hub
ConnectAI is a GenAI application that demonstrates how Model Context Protocol (MCP) can connect an AI model with external tools and enterprise-style data sources.
The project uses Google Gemini with an MCP client-server architecture to discover and interact with external tools such as Slack, GitHub, and PostgreSQL.
Key Features
MCP Client & Server architecture
AI-powered tool calling
MCP tool discovery
External tool integration
API communication and handshakes
Interactive Streamlit interface
Integration of Gemini with external systems
Tech Stack Python · Streamlit · Google Gemini API · MCP SDK · Slack · GitHub · PostgreSQL
Key Concepts MCP · Tool Calling · Client-Server Architecture · Tool Discovery · LLM Integration · API Integration · GenAI
This project helped me understand how MCP can act as a bridge between AI models and external tools, enabling more modular and extensible AI applications.
AI DevelopmentData AnalysisPython
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