Agno MCP Search UI

A Python project that connects an Agno agent to MCP servers and lets you query them from:

• A web UI (Streamlit)
• Two CLI scripts (Airbnb and Firecrawl)
• live : https://agno-mcp-search-ui.onrender.com

Features

• One UI to run MCP queries
• Source switcher:
  • Firecrawl for web search/crawl queries
  • Airbnb for stay/listing queries
• Shared backend service (mcp_agent.py) used by UI and CLI

Tech Stack

• Python
• Agno
• Groq model API (qwen/qwen3-32b)
• MCP servers via npx
  • @openbnb/mcp-server-airbnb
  • firecrawl-mcp
• Streamlit

Prerequisites

• Python 3.10+
• Node.js + npm (npx required)
• API keys:
  • GROQ_API_KEY
  • FIRECRAWL_API_KEY (required for Firecrawl flow)

Setup

cd "Agno MCP"
python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt

Create a .env file in project root:

GROQ_API_KEY=your_groq_api_key
FIRECRAWL_API_KEY=your_firecrawl_api_key

Run Web UI

python3 -m streamlit run app.py

Run CLI

Airbnb MCP:

python3 agno_ai_agent_mcp_tools1.py

Firecrawl MCP:

python3 agno_ai_agent_mcp_tools2.py

Project Structure

app.py                          # Streamlit UI
mcp_agent.py                    # Shared MCP agent service
agno_ai_agent_mcp_tools1.py     # Airbnb CLI script
agno_ai_agent_mcp_tools2.py     # Firecrawl CLI script
requirements.txt
README.md

Credits

Developed and Designed By Anurag Singh
GitHub: github.com/anurag-m1
Instagram: instagram.com/ca_anuragsingh