MCP Agent Connect

🟢 Smarter AI 🟢

✅ MCP In-Chat!

✅ MCP Knowledge

MCP Knowledge

✅ MCP Marketplace

✅ Connect Everything!

✅ FULL Integration 🎉

✅ MCP Server Handler

User: "Can you help me connect to a file manager tool?"
Agent: "I can help you connect to file management tools! Here are your options:"
      [Shows cards for: Current MCPs + MCP Market file tools]
User: [Clicks on desired MCP card]
Agent: "Great choice! Let me help you configure [ServerName]..."
      [Shows inline configuration form]

✅ Complete MCP Management

  • 6 MCP Server Types: File System, Web Search, Email, Calendar, Database, GitHub

  • 28 Total Tools Available: Each server type provides 3-6 specialized tools

  • CRUD Operations: Create, read, update, delete MCP server configurations

  • Connection Testing: Real-time validation and status monitoring

  • Dynamic Configuration: Schema-based form generation for each server type

✅ Enhanced Agent System

  • MCP Discovery Node: Automatically discovers available tools for each user

  • Tool Detection: LLM analyzes messages and detects tool usage requests

  • MCP Execution Node: Executes tools and integrates results into responses

  • Flow Branching: Uses conditional routing (- "action" >>) for tool vs normal responses

  • Error Handling: Graceful fallbacks with proper retry mechanisms

✅ Functional UI Templates

  • Fully functional MCP server creation interface

  • Dynamic server management with real-time status

  • Dynamic Forms: Server type selection generates appropriate configuration forms

  • API Integration: Direct connection to backend with proper error handling

🧪 Test Results - 100% Success Rate

Integration Test Suite Results

  • ✅ MCP Server Types Discovery: 6 types, 28 tools loaded

  • ✅ Agent-MCP Discovery: Tool discovery working correctly

  • ✅ Agent-Tool Integration: LLM properly detects tool usage requests

  • ✅ MCP Tool Execution: Tools execute successfully with proper results

  • ✅ Error Handling: Graceful handling of invalid tools and failures

  • ✅ API Structure: Endpoint construction and validation working

  • ✅ Complete Conversation Flow: End-to-end workflow functional

🚀 Production Ready Features

  • User-Friendly MCP Configuration: Simple UI for connecting external tools

  • Automatic Tool Discovery: Agents automatically find and use available tools

  • Intelligent Tool Selection: LLM decides when and which tools to use

  • Robust Error Handling: Graceful fallbacks ensure reliable operation

  • Per-User Isolation: Each user manages their own MCP servers securely

  • Real-Time Monitoring: Connection status and health monitoring

📖 User Experience

Example interactions:

  • "Search for Python tutorials" → Uses Web Search MCP

  • "Read my config.json file" → Uses File System MCP

  • "Send email to [email protected]" → Uses Email MCP

  • "Create a meeting for next Monday" → Uses Calendar MCP

🎯 Mission Accomplished

  • Our App Backend APIs connect to App Frontend UI

  • MCP Servers integrate with Agent Conversations

  • Tool Discovery enables Dynamic Tool Usage

  • Error Handling ensures Reliable Operation

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