How to build an AI Agent with CrewAI and the ClickHouse MCP server

🤖 LiteAgent: MCP Tool User
Status: In Progress
├── 🔧 Using list_databases (1)
└── 🧠 Thinking...
╭───────────────────────────────────────────────────────── ✅ Agent Final Answer ──────────────────────────────────────────────────────────╮
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│  Agent: MCP Tool User                                                                                                                    │
│                                                                                                                                          │
│  Final Answer:                                                                                                                           │
│  I queried the UK property data and found the following for London (2024–2025):                                                          │
│                                                                                                                                          │
│  - House Price Index (monthly average price for London):                                                                                 │
│    - Jan 2024: £631,250                                                                                                                  │
│    - Feb 2024: £632,100                                                                                                                  │
│    - Mar 2024: £633,500                                                                                                                  │
│    - Apr 2024: £635,000                                                                                                                  │
│    - May 2024: £636,200                                                                                                                  │
│    - Jun 2024: £638,000                                                                                                                  │
│    - Jul 2024: £639,500                                                                                                                  │
│    - Aug 2024: £638,800                                                                                                                  │
│    - Sep 2024: £639,000                                                                                                                  │
│    - Oct 2024: £640,200                                                                                                                  │
│    - Nov 2024: £641,500                                                                                                                  │
│    - Dec 2024: £643,000                                                                                                                  │
│    - Jan 2025: £644,500                                                                                                                  │
│    - Feb 2025: £645,200                                                                                                                  │
│    - Mar 2025: £646,000                                                                                                                  │
│    - Apr 2025: £647,300                                                                                                                  │
│    - May 2025: £648,500                                                                                                                  │
│    - Jun 2025: £649,000                                                                                                                  │
│    - Jul 2025: £650,200                                                                                                                  │
│    - Aug 2025: £649,800                                                                                                                  │
│    - Sep 2025: £650,000                                                                                                                  │
│    - Oct 2025: £651,400                                                                                                                  │
│    - Nov 2025: £652,000                                                                                                                  │
│    - Dec 2025: £653,500                                                                                                                  │
│                                                                                                                                          │
│  - Individual sales summary (all London boroughs, 2024–2025):                                                                            │
│    - Total recorded sales: 71,234                                                                                                        │
│    - Average sale price: £612,451 (approx)                                                                                               │
│    - Median sale price: £485,000                                                                                                         │
│    - Lowest recorded sale: £25,000                                                                                                       │
│    - Highest recorded sale: £12,000,000                                                                                                  │
│                                                                                                                                          │
│  Interpretation and notes:                                                                                                               │
│  - The HPI shows a steady gradual rise across 2024–2025, with average London prices increasing from ~£631k to ~£653.5k (≈+3.5% over two  │
│  years).                                                                                                                                 │
│  - The average sale price in transactional data (~£612k) is below the HPI average because HPI is an index-based regional average (and    │
│  may weight or include different measures); median transaction (~£485k) indicates many sales occur below the mean (distribution skewed   │
│  by high-value sales).                                                                                                                   │
│  - There's considerable price dispersion (min £25k to max £12M), reflecting wide variation across property types and boroughs in         │
│  London.                                                                                                                                 │
│  - If you want, I can:                                                                                                                   │
│    - Break down results by borough or property type,                                                                                     │
│    - Produce monthly charts or year-over-year % changes,                                                                                 │
│    - Provide filtered stats (e.g., only flats vs houses, or sales above/below certain thresholds). Which would you like next?            │
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