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Market Detective MCP

Market Detective MCP

by Murtaza8-bit

πŸ•΅οΈ Market Detective

Investigate the move. Find the signal. Trace the evidence.

Market Detective is a read-only AI market intelligence agent that investigates unusual activity across crypto markets and explains what is happening using multiple market signals.

✨ Features

πŸ”Ž Asset Investigation

Enter any supported asset and get a detailed investigation of its current market behavior.

🚨 Market Anomaly Detection

Identify assets experiencing unusual activity and rank them using an anomaly score.

πŸ“Š Multi-Signal Analysis

Market Detective combines:

  • πŸ“ˆ Price movement

  • πŸ“Š Trading volume

  • πŸŒͺ️ Volatility

  • βš–οΈ Order-book imbalance

  • πŸ”— Market correlation

to determine whether a move is ordinary or unusual.

πŸ§ͺ Market Autopsy

Investigate a major move and see the evidence behind it, including the sequence of signals that appeared.

πŸ•’ Evidence Timeline

Follow how an event developed over time, from the initial signal to the final investigation result.

🧠 Explainable Insights

Instead of only displaying charts and numbers, the agent explains why an asset was flagged and what signals contributed to the result.

πŸ” Market Scanner

Scan multiple markets and quickly identify the assets with the strongest abnormal activity.

πŸ’» Interactive React Dashboard

A modern React-based interface designed around investigation rather than traditional trading dashboards.


Related MCP server: solana-forensics

πŸ”Œ Binance Agent OS Integration

Market Detective follows the Binance Agent OS + MCP architecture pattern.

It does not require users to provide Binance API keys or connect a wallet.

The MCP-capable host connects to Binance Agent OS:

https://agent.binance.com/mcp/agentic

Binance Agent OS provides the market data through its MCP tools, which is then handed to Market Detective for analysis.

Binance Agent OS
        ↓
Binance MCP
        ↓
Market Data
        ↓
Market Detective MCP
        ↓
Forensic Analysis
        ↓
Investigation Results
        ↓
React Dashboard

This separation keeps authentication and data access with the Agent OS host, while Market Detective focuses on analysis, anomaly detection, and explanation.


πŸ›‘οΈ Read-Only by Design

Market Detective is focused entirely on market intelligence.

βœ… Read-only βœ… No wallet connection βœ… No API-key onboarding βœ… No trading or order execution βœ… No transfers βœ… No deposits or withdrawals βœ… No account management


πŸ› οΈ Built With

βš›οΈ React ⚑ Vite 🟒 Node.js πŸ”Œ MCP πŸ€– Binance Agent OS πŸ“Š Market Analytics


πŸš€ Getting Started

npm install
npm test
npm run build

Start the backend:

npm run server

Start the frontend:

npm run dev

Then open the local Vite URL in your browser.


🎯 Vision

Market Detective is built around a simple idea:

Don't just watch the market. Investigate it.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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