Forecast AI

Forecast AI is the open-source intelligence layer for prediction markets - autonomous AI agents that continuously monitor the world, reason collaboratively, and generate explainable probability forecasts. Instead of relying on a single LLM, Forecast AI runs seven specialized agents - News, Social, Reddit, Research, Macro, On-chain, and Market - each independently gathering evidence and forming its own forecast. A Consensus Engine combines them, weighted by historical accuracy, into one explainable probability estimate. Forecast data is sourced from Kalshi (mirroring Robinhood Predict pricing) and Polymarket, giving every forecast a cross-market view. Recommendations can be handed off for execution through Robinhood's official Agentic Trading MCP - Forecast AI reasons, you decide and trade.