TON Blockchain MCP is a Model Context Protocol server that enables natural language interaction with the TON blockchain. It exposes NLP-powered querying and a suite of domain-specific tools to answer questions about addresses, transactions, trading activity, token trends, and compliance-related insights. The server leverages real-time TON data via the TON API and supports integration with Claude Desktop for conversational querying. Key capabilities include natural language processing to interpret complex blockchain questions, trading analysis to assess profitability and strategies, hot trends detection to identify popular tokens, pools, and high-activity accounts, and forensics and compliance workflows to support investigations. It provides tools such as analyze_address (balance, jetton holdings, NFTs, and recent activity with optional deep forensic analysis), get_transaction_details (details for a given transaction hash), find_hot_trends (timeframe and category), analyze_trading_patterns (address and timeframe), get_ton_price (TON price in a specified currency), and get_jetton_price (jetton prices by master addresses). The system also defines prompts for trading analysis, forensics, and trend analysis. The project is Beta and requires Python 3.10+ and a TON API key via TONAPI, with configuration via a .env file. The README also cautions about not using this for financial advice.