> ## Documentation Index
> Fetch the complete documentation index at: https://api.polymarketanalytics.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# AI Agents

> Give your AI agents live prediction market intelligence through Claude MCP or direct API calls.

## Claude MCP Integration

The fastest way to add prediction market awareness to an AI agent. Connect Heisenberg as an MCP server and Claude can query markets, analyze wallets, and surface opportunities in natural language.

> [!TIP]
>
> **Setup guide:** See [Working with AI](/docs/introduction/working-with-ai) for step-by-step MCP setup.

## Example agent prompts

* `What are the highest-volume open markets on Polymarket?`
* `Analyze wallet 0x1234... — is this a good trader to follow?`
* `Are there any sharp price moves on the US election market in the last hour?`
* `Compare Polymarket and Kalshi odds for the Fed rate decision`

## Autonomous Trading Agents

Build agents that autonomously monitor and trade prediction markets:

1. **Monitor:** Poll [Social Pulse](/docs/market-intelligence/social-pulse) for breaking news and [Candlesticks](/docs/market-data/candlesticks) for anomalies.
2. **Analyze:** Use [Market 360](/docs/market-intelligence/market-360) and [Orderbook](/docs/market-data/orderbook) to assess market conditions.
3. **Validate:** Cross-reference with smart money via [Trades](/docs/trade-data/trades) to see how top wallets are positioned.
4. **Execute:** Place trades based on your agent's strategy and risk parameters.


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