Nansen (Blockchain Analytics) MCP. Trace Smart Money and On-Chain Capital Flows
Nansen (Blockchain Analytics) provides deep on-chain insights right from your agent. Track sophisticated capital movements, profile any crypto wallet's history, and monitor real-time token flows across multiple blockchains. Use this MCP to see who holds the money and how it moves.
Give Claude and any AI agent real-world access
Calculate a crypto address's total profit or loss, tracking its entire investment history.
Monitor the net flow of funds and aggregated holdings from sophisticated market players.
Retrieve a wallet's current token balances, historical snapshots, and behavioral labels.
Find specific cryptocurrencies or contract addresses by their name or symbol across the chain.
View real-time trade data from perpetual platforms or major decentralized exchanges.
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What AI agents can do with Nansen (Blockchain Analytics): 34 Tools
These tools give you granular access to on-chain data, allowing your AI agent to profile wallets, track capital flows, and analyze market metrics from multiple angles.
Make your AI actually useful.
Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using Nansen (Blockchain Analytics) MCPAgent Expert
Performs complex, multi-step analysis and synthesizes findings from raw on-chain data.
Agent Fast
Provides quick answers to simple research questions with low latency for immediate...
Perp Leaderboard
Lists the most profitable traders on the Hyperliquid perpetual exchange platform.
Points Address
Looks up a wallet's ranking and tier status on the Nansen points leaderboard.
Points Leaderboard
Retrieves paginated data for the overall Nansen points leaderboard.
Portfolio Defi Holdings
Tracks and lists a wallet's current token positions across various DeFi protocols.
Prediction Address Summary
Presents key metrics like win rate, total PnL, and age for an address in prediction markets.
Prediction Categories
Shows summary statistics for market categories like Politics or Crypto.
Prediction Event Screener
Allows browsing and filtering of groups of related prediction markets by event type.
Prediction Market Screener
Provides a full list to browse and filter all available prediction markets.
Prediction Ohlcv
Generates 1-hour price history candle data for specific prediction markets.
Prediction Orderbook
Displays the real-time bid and ask depth (liquidity) for a given prediction market.
Prediction Pnl By Address
Calculates the total profit or loss generated by a single trader in prediction markets.
Prediction Pnl By Market
Ranks and shows profitability data for specific prediction markets.
Prediction Position Detail
Shows granular details of token holdings held by various participants in prediction...
Prediction Top Holders
Identifies the largest and most committed holders within a specific prediction...
Prediction Trades By Address
Lists all recorded trades for one wallet specifically within the prediction markets...
Prediction Trades By Market
Shows a feed of recent trading activity that occurred in a specific prediction market.
Profiler Counterparties
Lists the top addresses or entities that an address has interacted with recently.
Profiler Current Balance
Retrieves the most up-to-date token balances for any given wallet or entity.
Profiler Historical Balances
Provides historical snapshots of an address's holdings over time.
Profiler Labels
Retrieves non-premium, public labels attached to a wallet or entity (like ENS).
Profiler Perp Positions
Shows the real-time open positions for a wallet on Hyperliquid.
Profiler Perp Trades
Retrieves the complete trade history of a wallet on the Hyperliquid platform.
Profiler Pnl Summary
Generates an overview of aggregate PnL and identifies the tokens that generated the most profit for an address.
Profiler Pnl
Calculates detailed Profit/Loss figures for a specific wallet against a single token.
Profiler Premium Labels
Accesses all premium labels, including those identifying 'Smart Money' movements and...
Profiler Related Wallets
Finds other wallet addresses that show behavioral patterns similar to a given...
Profiler Transactions
Gathers the most recent blockchain transactions associated with an address.
Search General
Searches for tokens, entities, or contract addresses using their name, symbol, or full contract address.
Smart Money Dcas
Analyzes dollar-cost averaging (DCA) strategies used on the Jupiter platform on Solana.
Smart Money Dex Trades
Tracks real-time decentralized exchange trading activity over the last 24 hours.
Smart Money Historical Holdings
Provides daily snapshots of aggregated holdings specifically from smart money...
Smart Money Holdings
Shows the collective token balances currently held by known smart money groups.
Smart Money Netflow
Calculates net capital flows, comparing inflows to outflows for specific tokens.
Smart Money Perp Trades
Tracks perpetual trading activity on Hyperliquid, specifically linked to smart money movements.
Tgm Dex Trades
Lists individual decentralized exchange transactions for a specific token.
Tgm Flow Intelligence
Segments and analyzes capital flows, distinguishing between exchanges, whales, and...
Tgm Flows
Provides hourly snapshots of total inflows versus outflows categorized by type.
Tgm Holders
Identifies top token holders and tracks changes in their overall balance over time.
Tgm Indicators
Calculates risk and reward scores for a given cryptocurrency asset.
Tgm Jup Dca
Analyzes DCA orders placed on Jupiter for Solana-based tokens.
Tgm Pnl Leaderboard
Ranks various traders by profit when dealing with a specific token.
Tgm Token Information
Gathers metadata, market metrics, and spot trading statistics for any given token.
Tgm Token Ohlcv
Generates unified price and volume candle data across multiple timeframes (1 minute...
Tgm Transfers
Lists the top token transfers that occurred for an ERC-20 standard asset.
Tgm Who Bought Sold
Summarizes and quantifies the net buying or selling activity surrounding a specific...
Token Screener
Discovers cryptocurrency assets that are currently gaining traction across multiple chains.
Security and governance baked right in.
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Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.
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Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.
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- Use this MCP plus 5,200+ others, all in one place
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Manual On-Chain Research Takes Too Long
Right now, analyzing capital flow means opening a dozen different dashboards. You copy an address here, check its current balance there, jump to another tab to find historical snapshots, and then open a third site just to see if 'Smart Money' has bought it recently. It’s tedious clicking and cross-referencing across multiple tabs.
With this MCP, you feed the query into your agent once. The agent synthesizes data from profile history, current balances, and smart money movements simultaneously. You get a single, coherent answer that tells you not just *what* happened, but *why* it matters.
Nansen (Blockchain Analytics) MCP delivers full wallet profiling.
You no longer have to manually check a wallet's activity by pulling the latest transactions and then separately checking its associated protocols. The agent bundles these steps for you, providing both `profiler_transactions` and `portfolio_defi_holdings` in one output.
It’s not just about seeing data; it’s about getting a narrative. You get an instant, comprehensive report on the wallet's financial standing that used to take hours of manual dashboard navigation.
What Nansen (Blockchain Analytics) MCP does for your AI
This MCP connects institutional blockchain data directly into your workflow, letting you analyze on-chain activity using natural language prompts. You don't need a dashboard full of tabs; you just ask your agent what you want to know about a wallet or token. You can identify where major capital is flowing by tracking sophisticated movements from large entities and calculating a wallet’s total profit and loss history.
For example, you might trace all recent transactions for a specific address or see how much an entire portfolio holds across different protocols. Whether you're checking market metrics for a new asset or performing due diligence on a project, this MCP gives you the raw data to make informed decisions.
Accessing these tools through Vinkius means you connect once and get immediate access to Nansen’s full catalog of analytics.
019e38c5-4d9a-7100-b855-52a04ba8a184 How to set up Nansen (Blockchain Analytics) MCP
The bottom line is that you get deep, actionable insights into on-chain finance without leaving your chat window.
Subscribe to the Nansen MCP and input your required API key.
Instruct your AI client on the specific blockchain activity you want to track, like a wallet’s history or smart money flows.
Your agent executes the query and returns structured data, showing exactly what's happening with capital movements.
Who uses Nansen (Blockchain Analytics) MCP
Crypto researchers and quantitative traders who spend hours clicking through multiple dashboards are the primary users. If tracking capital flow or verifying a project's actual usage is part of your job, you need this. It cuts out all the manual data gathering.
Uses the MCP to profile specific wallets and calculate historical PnL metrics to find arbitrage opportunities or identify undervalued assets.
Checks current token balances and tracks smart money holdings across DeFi protocols before allocating capital. Also uses the MCP to see related wallets based on common behavior.
Integrates specific on-chain labels or transaction data into a larger application build, confirming asset ownership and movement patterns for client projects.
Benefits of connecting Nansen (Blockchain Analytics) MCP
Go beyond surface-level data. Instead of just seeing a wallet's balance, you can use profiler_pnl to calculate its total profit or loss across all tokens, giving you a true financial picture.
Understand institutional interest by accessing premium labels via profiler_premium_labels. This shows you exactly what 'Smart Money' activity looks like and where the big players are moving their funds.
Stop guessing about market direction. Use tools like smart_money_netflow to calculate net capital flows, instantly showing if a token is experiencing more inflows or outflows.
Analyze complex trading strategies by running simulations on specific actions, such as using smart_money_dcas to evaluate dollar-cost averaging performance on Solana.
Drill down into the details of market activity. You can track every recent transaction for an address with profiler_transactions, or see the full trade history from a perpetual exchange using profiler_perp_trades.
Nansen (Blockchain Analytics) MCP use cases
Investigating whale accumulation patterns
A researcher wants to know if large, sophisticated wallets are quietly building up a position. They use the MCP to analyze smart_money_historical_holdings and cross-reference it with tgm_flow_intelligence to confirm sustained buying pressure.
Validating market hype or rumors
A trader hears buzz about a token. They use the MCP's search_general tool first, then check tgm_who_bought_sold to see if real buyers are entering the market, confirming organic interest.
Due diligence on a competitor’s strategy
A developer needs to understand how a rival is positioning assets. They use profiler_related_wallets and profiler_counterparties to map out the network of addresses connected to that wallet.
Evaluating prediction market viability
A venture capitalist wants to know if a specific political outcome is backed by money. They use the MCP's prediction_market_screener and then check prediction_orderbook for real-time liquidity.
Nansen (Blockchain Analytics) MCP tradeoffs
What to watch out for, and the recommended way to handle each one.
Treating on-chain data like a simple ledger
Thinking that seeing a transaction (using profiler_transactions) means the wallet bought the token at market price. You only see movement, not intent or profit.
Always calculate the financial impact using dedicated tools. Use profiler_pnl to get the actual profit/loss value for an address against a specific token rather than just viewing raw transactions.
Ignoring smart money signals
Focusing only on general market price action when major capital is quietly moving. You miss the real story because you aren't tracking sophisticated funds.
Prioritize tools that track institutional movement, like smart_money_netflow or checking aggregated balances with smart_money_holdings. These show where the money is going.
Asking for a single metric without context
Just asking 'What is the balance of X?' using only profiler_current_balance gives an incomplete picture. You don't know if that balance is new or historic.
Always pair current data with historical context. Check both profiler_current_balance and profiler_historical_balances to understand the wallet’s overall accumulation pattern.
When to use Nansen (Blockchain Analytics) MCP
Use this MCP if your work revolves around verifying financial claims or tracking capital flow. Specifically, use it when you need to know who moved assets (Smart Money), how much money was made (PnL tools like profiler_pnl), or what a wallet's true activity is over time (profiler_historical_balances). Don't use this if you just want general market sentiment or basic price charting. For simple, real-time price visualization across many chains, look for dedicated token metrics MCPs. If your goal is just to see the top 10 tokens by market cap, a standard crypto data provider might suffice; but if you need behavioral labels (like ENS) or institutional profiling, this toolset is necessary.
Frequently asked questions about Nansen (Blockchain Analytics) MCP
How do I find out if a wallet is 'Smart Money' using Nansen (Blockchain Analytics)? +
You can check for institutional activity by accessing premium labels via profiler_premium_labels. This tool identifies wallets that exhibit behaviors consistent with sophisticated market players.
Does Nansen (Blockchain Analytics) track historical token movements? +
Yes, you can retrieve past data using tools like profiler_historical_balances and by analyzing daily snapshots from smart_money_historical_holdings, giving you a timeline view.
Can I use Nansen (Blockchain Analytics) for prediction market analysis? +
Absolutely. You can track profitability rankings with prediction_pnl_by_market or see the largest holders in any given market using prediction_top_holders.
How do I check if a token is trending with Nansen (Blockchain Analytics)? +
Use the token_screener tool to discover tokens that are currently gaining traction across multiple chains, helping you filter out noise and find emerging assets.
Is Nansen (Blockchain Analytics) better than a standard portfolio tracker? +
Yes. Standard trackers only show your holdings; this MCP shows the underlying financial relationships by tracking related wallets (profiler_related_wallets) and calculating detailed PnL.