BTC’s Rally Was a Short Squeeze

“As long as price depends more on derivatives than on solid spot validation, the structure will remain vulnerable to reversal.” – Read More

By Carmelo_Alemán | @cryptoquant_official

Deconstructing April’s Recovery — The Divergence in Supply-Demand Structure Between Bitcoin and Ethereum

“If ETH begins to show sustained spot demand similar to BTC, broader altcoin participation may follow. Until then, Bitcoin dominance is likely to persist.” – Read More

By XWIN Japan | @cryptoquant_official

How do you actually use the CryptoQuant MCP for trading?

Plug it into n8n, let it fetch on-chain data, convert it into trading signals, run it through risk management, and execute orders on your exchange.

Step-by-step example 👇

Step 1: trigger + data fetch

Start with a Cron node, which run every day/hour.

Two parallel MCP calls to CryptoQuant:

• Taker Volume
• BTC Price (OHLCV)

This is raw aggressive order flow, who's hitting the bid vs lifting the offer.

Step 2: 7-period MA

Compute a 7-period moving average on the buy/sell ratio. This filters the chop and surfaces the actual trend.

Step 3: z-score

Z-score tells you how extreme the current reading is vs recent history:

z = (value - 30p mean) / 30p std

• z > +2 → unusually heavy buy pressure
• z < -2 → unusually heavy sell pressure
• in between → noise, do nothing

This is your signal engine.

Step 4: signal generation

Simple branching node:

• IF z > +2 → emit BUY
• IF z < -2 → emit SELL
• ELSE → wait

One variable, one threshold, one decision. Keep it simple.

Step 5: risk gate

Take the recent price range versus the median range of the last 14 periods.

If the market is moving > 2x normal → SKIP the trade or halve the position size.

Never catch a falling knife.

Step 6: define next steps

For example:

🔴 Execute trades on exchange via API/MCP
🔵 Log every trade for monitoring
🟡 Send real-time Telegram alerts

What you have now:

→ Fully autonomous flow

→ Decision based on one meaningful signal (taker imbalance + z-score)

→ Risk management baked in

👉 See CryptoQuant MCP for more.

For educational purposes only — not financial advice

@cryptoquant_official