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 responsesError 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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