The most complete directory of tools for building AI agents that trade prediction markets. Every tool is categorized by stack layer and rated for agent-friendliness. Updated weekly.
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Agent Betting Tool Directory — Every Tool in the Prediction Market Agent Stack
Curated, categorized directory of every tool in the autonomous agent prediction market ecosystem. Organized by stack layer: Identity, Wallet, Trading, and Intelligence.
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Layer 4 — Intelligence
Rithmm Review: AI Sports Betting Intelligence
Rithmm review covering AI predictions, custom model builder, Smart Signals, props, pricing, and how it fits the agent betting stack.
Read → Layer 4 — IntelligenceOpenClaw — Framework & 18 Skills for AI Betting Agents
Open-source agent framework with gateway, memory management, and 18 build-your-own skills for odds, bankroll, arbitrage, and market tracking. The top Moltbook framework.
Read → Layer 3 — TradingPolymarket Agent Skills
Polymarket Agent Skills: official structured skill pack for AI agents. Covers authentication, order patterns, market data, WebSocket streaming, CTF operations, bridge, and gasless transactions.
Read → Layer 3 — TradingSportsbook Selector — Find the Best Sportsbook for You
Answer four questions and get a personalized sportsbook recommendation based on live vig data, your skill level, bet size, and preferred sport. Powered by the AgentBets Vig Index.
Read → Layer 1 — IdentityEthereum Attestation Service (EAS)
On-chain attestation protocol on Base for building verifiable agent reputation. Schema-based, composable with Coinbase Agentic Wallets.
Read → Layer 1 — IdentityEthereum Name Service (ENS)
Human-readable .eth names for agent wallets. Replace hex addresses with names like polybot.eth, plus on-chain metadata via text records.
Read → Layer 1 — IdentitySign-In with Ethereum (SIWE)
Wallet-based authentication standard (EIP-4361) used by Polymarket and dApps. No accounts, no passwords, just wallet signatures.
Read → Layer 4 — IntelligenceArbitrage Calculator — Surebet & Arb Betting Calculator
Free arbitrage calculator for sports betting. Enter odds from two or more sportsbooks to find arbs, get stake splits, and see profit.
Read → Layer 4 — IntelligenceCross-Market Arb Finder — Live Prediction Market Scanner
Live arbitrage scanner comparing Polymarket, Kalshi, and sportsbook odds. Real-time price gaps, arb percentages, and optimal stake splits.
Read → Layer 3 — TradingOdds Converter & Implied Probability Calculator
Convert between American, decimal, and fractional odds instantly. See implied probability, no-vig probability, and overround for any set of odds.
Read → Layer 2 — WalletCoinbase Agentic Wallets
Purpose-built wallet infrastructure for AI agents with TEE key isolation, programmable spending limits, and native x402 machine-to-machine payment support.
Read → Layer 3 — TradingDome
Developer infrastructure providing unified APIs and SDKs for accessing real-time and historical prediction market data across multiple platforms.
Read → Layer 3 — TradingKalshi API
REST API for the leading CFTC-regulated US prediction market exchange. Event contracts on politics, economics, weather, sports, and more.
Read → Layer 4 — IntelligenceKalshi News Bot: Open-Source AI Trading Bot for Prediction Markets
Open-source Python trading bot for the Kalshi prediction market API. Uses Claude AI to find mispriced events and trade automatically. ~300 lines, one-click deploy.
Read → Layer 1 — IdentityMoltbook
Social network and portable identity system for AI agents. The foundation layer for agent reputation and cross-service authentication.
Read → Layer 3 + Layer 4PolyClaw
OpenClaw skill for Polymarket trading with order execution and LLM-powered hedge discovery via contrapositive logic.
Read → Layer 3 — TradingPolymarket CLI
Polymarket CLI: Rust-based command-line tool for querying prediction markets, placing trades, and reading order books. JSON output for AI agents and scripts.
Read → Layer 4 — IntelligencePolyseer
Open-source AI research platform for prediction market analysis using multi-agent architecture and Bayesian probability aggregation.
Read → Layer 4 — IntelligencePredly
AI-powered prediction market analytics that spots mispricings between market prices and AI-calculated probabilities.
Read →