Documentation Index
Fetch the complete documentation index at: /llms.txt
Use this file to discover all available pages before exploring further.
🚀 Explore 5 full-stack projects — from AI-generated 3D models to real-time whiteboards. View all projects →
Discover 13 MCP projects that connect agents to external tools via the Model Context Protocol, integrating GitHub, databases, docs, and more.
| Project | Integration | Description |
|---|---|---|
| Doc-MCP | Docs, RAG | Semantic RAG documentation and Q&A system |
| LangGraph MCP Agent | Couchbase | LangChain ReAct agent with Couchbase integration |
| GitHub MCP Agent | GitHub | Repository insights and analysis via MCP |
| MCP Starter | GitHub | GitHub repository analyzer starter template |
| Talk to your Docs | Docs Q&A | Documentation Q&A agent with MCP |
| Database MCP Agent | GibsonAI | Conversational AI agent for managing database projects and schemas |
| Hotel Finder Agent | Hotel API | Hotel search and booking using MCP integration |
| Custom MCP Server | Custom | Custom MCP server implementation example |
| Couchbase MCP Server | Couchbase | Couchbase database integration with MCP protocol |
| ScaleKit Exa MCP Security | Security | Security-focused MCP integration with Exa search |
| Docker E2B MCP Agent | Docker, E2B | Secure AI agent running in sandboxed Docker environments via MCP Gateway |
| Taskade MCP Agent | Taskade | Workspace agent for managing projects, tasks, and workflows via Taskade MCP |
| Telemetry MCP Okahu | Okahu Cloud | Self-healing Text-to-SQL demo using Okahu Cloud traces via hosted MCP |
Navigate into the project
cd mcp_ai_agents/<project_name>
Configure environment keys
cp .env.example .env
Install and run
pip install -r requirements.txt
python main.py
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