• PROFIT
  • HISTORY
  • STATS
  • HUMAN

How to audit trader performance with your AI

Connect Nansen to your AI client to pull on-chain data from specific wallets. Once connected, your agent handles the math for returns and tracking movement.

Ask AI about this page

Short answer

How can I audit a trader's performance using AI?

Give your AI a wallet address and ask it to pull PnL, historical balances, or win rates. Your agent uses Nansen data to build a profile of the trader's activity. You'll get a clear view of their historical performance and current holdings.

The audit outcomes

What your analysis produces

The AI processes raw blockchain data into these specific results.

PROFIT

PnL Summaries

The AI calculates realized and unrealized gains for a specific address. You get a clear view of how much money the wallet has made.

HISTORY

Holding Trends

Your agent tracks how balances have shifted over time. This shows you when a trader accumulates or dumps specific assets.

STATS

Win Rate Analysis

The AI evaluates the success frequency of trades. You can see if a wallet is consistently profitable or just lucky.

HUMAN

Strategy Validation

The AI provides the raw data and math. You decide if the trader's pattern is worth following or if it's just noise.

The workflow

What your AI does when the address arrives.

Your agent acts as the bridge between Nansen data and your analysis.

  1. Calculate returns

    The agent pulls the profit and loss data for the target wallet to show net performance.

    profiler_pnl_summary

  2. Track asset movement

    Your AI looks at how the wallet's holdings have changed over specific timeframes.

    profiler_historical_balances

  3. Evaluate accuracy

    The agent summarizes the address to determine how often trades result in profit.

    prediction_address_summary

  4. Synthesize findings

    The agent combines the PnL, balance history, and win rates into a single report for you.

    profiler_pnl_summaryprofiler_historical_balancesprediction_address_summary

Try it

Copy these to start.

Use these prompts to kick off an audit immediately.

Starting points

Replace the wallet addresses in these prompts with the ones you want to investigate.

Nansen Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_LZcbT62Ntm9oE3fQciAEvwgYTYi3bkdkk8Ktr8Es/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Nansen capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "nansen-blockchain-analytics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_LZcbT62Ntm9oE3fQciAEvwgYTYi3bkdkk8Ktr8Es/mcp"
    }
  }
}
Copy into chat04

  • Calculate the total PnL for wallet 0x123...abc.

  • Show me the historical balance changes for 0x456...def over the last month.

  • What is the win rate and prediction summary for address 0x789...ghi?

  • Compare the PnL and historical holdings for 0xabc...123 and 0xdef...456.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Nansen once, then ask.

Connect your Nansen account with one click. Your credentials stay encrypted, and you can immediately start asking your AI about any wallet address.

Connect Nansen to your AI

FAQ

Common questions about trader audits

  • 01

    Can the AI execute trades for me?

    No. The AI only reads Nansen data to provide analysis. It cannot move funds or place trades.

  • 02

    Does the AI see my private keys?

    No. The connection is read-only for blockchain analytics. Your private keys are never involved.

  • 03

    Can I audit any wallet on any chain?

    The AI can only audit addresses that Nansen has data for.

  • 04

    Can the AI predict future prices?

    No. The AI uses historical win rates and past performance to summarize behavior, but it does not predict future market movements.

  • 05

    Will the AI update my Nansen dashboard?

    No. The AI pulls data from Nansen to answer your questions; it does not write data back to your Nansen account.

  • More questions about Nansen? The Connector page answers them. See everything the Nansen Connector can do

Connect Nansen to Claude, Cursor, ChatGPT & more