Popular Prediction Markets AI tools

12 category leaders in Prediction Markets, selected from the full directory.

Mycelium

  • Agent-led prediction markets priced by LLM traders.
  • Autonomous swarms debate and reprice live outcomes.
  • Transparent books with visible agent reasoning.
  • Defining venue for AI-native market making.

Parlay

  • AI-native aggregator across major prediction venues.
  • MCP server for agents to search and compare odds.
  • Cross-venue scans without manual dashboard hopping.
  • Default glue for assistant-driven market research.

Polyclaw

  • Autonomous agents for prediction-market trading.
  • Monitors signals and executes on Polymarket-class venues.
  • Open tooling for always-on forecasting bots.
  • Category leader for agent trading stacks.

Numinous

  • AI forecasting swarm for live prediction events.
  • Ensemble agents compete to price real markets.
  • Built for model-driven probabilistic forecasts.
  • Standout AI-native forecasting network.

Orca

  • AI agent built for prediction-market workflows.
  • Automates research and trading around event odds.
  • Agent-first interface instead of manual dashboards.
  • Popular AI trading agent in the category.

Simmer

  • Agent harness for Polymarket and Kalshi trading.
  • Installable skills for OpenClaw-class AI agents.
  • Paper trade or go live with self-improving loops.
  • Defining stack for the agent prediction economy.

Alphascope

  • Free AI predictions for Polymarket and Kalshi.
  • Flags mispriced markets before odds move.
  • News-impact tracking for probability shifts.
  • Widely used AI edge scanner for retail traders.

Octagon

  • AI research comparing model odds to live market prices.
  • Cited sources updated around the clock for traders.
  • Flags Polymarket and Kalshi mispricings with model edge.
  • Leading AI research layer for event-market analytics.

SimpleFunctions

  • 100+ MCP tools across Kalshi and Polymarket.
  • Thesis trees, calibration scores, and world-state digests.
  • Cross-venue screeners plus authenticated trade intents.
  • Leading commercial MCP stack for agent traders.

Predly

  • AI odds vs live Polymarket and Kalshi prices.
  • Scores true probabilities from news and sentiment.
  • Surfaces mispriced markets for trader edge.
  • Leading AI mispricing scanner for PM venues.

Polyseer

  • Multi-agent Bayesian research for PM questions.
  • Paste Polymarket or Kalshi URLs for deep reports.
  • Open-source evidence aggregation, not vibes.
  • Category leader for structured AI market research.

Polyfacts

  • AI research and live news for prediction markets.
  • Sentiment, risk, and confidence on any market.
  • API and Chrome overlay for Polymarket traders.
  • Widely used AI research layer in the PM stack.