Updated Oct 4, 2026 10:22 PM ET.
Integrations: 30 ready adapters for the feed
Every adapter below reads the same free feed (predictions.json, openapi.yaml, the MCP server) and is a starting point, not a product: copy it, read it, change the threshold. None of them places a real order without your own exchange key, and none of them claims an edge our track record does not show. Missing your framework? Ask; adding one is a directory and a README.
Chat assistants (ChatGPT, Open WebUI)
Open WebUI Community Function: iPredictSport Tennis & Market Alpha
Connect your local LLMs in Open WebUI (Ollama, vLLM, OpenAI API) to live ATP/WTA machine learning predictions, calibrated win probabilities, and +EV betting edges on Kalshi and Polymarket.
Custom GPT Configuration: "Tennis Quant & Kalshi Trading Advisor"
This guide enables anyone to create an official or community Custom GPT inside ChatGPT (Plus/Team/Enterprise) that answers live tennis betting and market mispricing questions using iPredictSport.
No-code and low-code
Dify Tool Integration: iPredictSport Tennis & Market Alpha
Connect your LLM apps and agents built on Dify to live ATP/WTA machine learning predictions from iPredictSport.
Google Sheets Live Connector for Tennis Betting & Prediction Markets
Import real-time machine learning tennis predictions and +EV betting edges directly into your betting or bankroll spreadsheet.
Langflow Custom Component: iPredictSport Tennis & Market Alpha
Integrate live ATP/WTA machine learning predictions into your visual AI workflows with Langflow.
n8n Workflow Automation for iPredictSport Tennis Predictions
Automate sports prediction market scanning and alerts with n8n, the fair-code workflow automation tool.
Agent frameworks
Agno (formerly Phidata) Toolkit for iPredictSport Tennis Predictions
Supercharge your Agno (formerly Phidata) AI agents with real-time ATP/WTA machine learning predictions, calibrated win probabilities, and +EV betting edges on prediction markets (Kalshi & Polymarket).
Microsoft AutoGen Integration for iPredictSport Tennis Predictions
Connect autonomous multi-agent AI teams in Microsoft AutoGen to live ATP/WTA tennis predictions and quantitative betting edges on Kalshi and Polymarket.
CAMEL Multi-Agent Toolkit: iPredictSport Tennis & Market Alpha
Equip communicative multi-agent teams in CAMEL with live ATP/WTA predictions and quantitative prediction market edges.
iPredictSport Tool for CrewAI & LangChain
Enables CrewAI and LangChain autonomous agents to evaluate tennis prediction markets and identify mispriced contracts.
LlamaIndex Tool for Tennis Prediction Markets
Enables LlamaIndex agents, RAG pipelines, and conversational workflows to query live tennis match predictions and fee-aware +EV betting edges.
Hugging Face smolagents Tool for Tennis Prediction Markets
Connects Hugging Face smolagents (CodeAgent or ToolCallingAgent) to live tennis match ML probabilities and +EV edges.
iPredictSport DataLoader for `georgedouzas/sports-betting`
Enables users of georgedouzas/sports-betting to load point-level ML tennis predictions and market evaluations directly into their backtesting and value-betting pipelines.
Exchange clients and starter bots
Kalshi Quantitative Signal Strategy for Auto-Traders
Pluggable quantitative signal engine for Python-based Kalshi auto-trading bots (including ryanfrigo/kalshi-ai-trading-bot, yllvar/Kalshi-Quant-TeleBot, and else24/kalshi-market-bot).
Official Kalshi Starter Code & Analysis Integration
Drop-in analysis script and edge evaluation module for Kalshi/kalshi-starter-code-python and Kalshi/tools-and-analysis.
iPredictSport Strategy Plugin for `Viprasol-Tech/kalshi-trading-bot`
This directory provides an official drop-in strategy connecting Viprasol-Tech/kalshi-trading-bot to the free, point-level tennis prediction feed from iPredictSport.com.
Manifold Markets Trading Bot for iPredictSport Tennis Predictions
Automate tennis market betting on Manifold Markets using open-source machine learning predictions from iPredictSport.
Custom ML Price Provider for Polymarket `poly-market-maker`
Connect Polymarket's official CLOB market maker bot (Polymarket/poly-market-maker) to live ATP/WTA machine learning fair odds from iPredictSport.
Cross-Platform Arbitrage Scanner (Polymarket & Kalshi)
Automated synthetic arbitrage and statistical mispricing detector designed for cross-market prediction bots (including ImMike/polymarket-arbitrage and cutupdev/Polymarket-Kalshi-Arbitrage-Bot).
Polymarket `py-clob-client` Automated Trading Engine
Connect the official Python CLOB client for Polymarket (Polymarket/py-clob-client) to live ATP/WTA machine learning predictions from iPredictSport.
`pykalshi` Integration for iPredictSport Tennis Predictions
Connect the popular pykalshi Python client directly to iPredictSport's free, audited tennis prediction feed.
Trading frameworks
Freqtrade Signal Provider for iPredictSport Tennis Predictions
Connect the leading algorithmic trading engine Freqtrade to live quantitative tennis match predictions, calibrated win probabilities, and prediction market alpha.
Hummingbot Market Making Script for iPredictSport Tennis Predictions
Provide liquidity and capture spreads on prediction markets with Hummingbot, using machine learning fair value models from iPredictSport.
Jesse Trading Bot Strategy: iPredictSport Tennis Predictions
Connect the advanced Python algorithmic trading engine Jesse to point-level machine learning predictions and prediction market alpha.
iPredictSport Evaluator for OctoBot
Connects OctoBot prediction market strategies to iPredictSport's free point-level ML tennis probabilities.
Autonomous prediction-market agents
Gnosis Prediction Market Agent Tooling Integration
Equip autonomous AI prediction agents built with gnosis/prediction-market-agent-tooling and valory-xyz/trader with calibrated tennis match forecasts from iPredictSport.
Polymarket Agents Integration for iPredictSport Tennis Predictions
Connect autonomous prediction market agents built with Polymarket/agents to live ATP/WTA machine learning predictions, calibrated win probabilities, and +EV betting edges.
Alerts and community bots
Discord Webhook Alert Bot for Tennis Prediction Markets
Automatically posts daily +EV tennis betting edge cards into your Discord server or syndicate channels.
Telegram Alert Bot for Tennis Prediction Markets
Automatically broadcasts positive-EV tennis trading opportunities and quarter-Kelly sizing into your Telegram channel or syndicate chat.
Where can an agent actually trade? Only where there is an API, and only the exchanges have one. See which platforms let an AI agent trade for you before you go live. Humans open accounts; agents trade. Never automate account creation or identity checks.
Disclosure: the Kalshi link is a partner link; we may earn a referral credit at no cost to you. 18+ on exchanges, 21+ at sportsbooks, state rules apply. Gambling problem? 1-800-GAMBLER. Paper first; the ledger, not the win rate, is the score.
Regulatory Disclosures, Safe-Harbor & Terms of Use
1. Analytical & Research Use Only: iPredictSport is a quantitative research platform publishing statistical estimates for educational, informational, and analytical purposes only. iPredictSport is not an investment adviser, commodity trading advisor (CTA), registered broker-dealer, or sports wagering operator. Nothing contained on this site, in our API, or in our newsletters constitutes financial advice, investment recommendations, or sports betting advice.
2. Hypothetical & Simulated Performance (CFTC Rule 4.41): Performance figures for our autonomous paper agent and proposed bet track records are simulated, hypothetical, and based on paper audits. Unlike an actual performance record, simulated results do not represent actual trading, may not reflect market liquidity, exchange slippage, or trading bans, and cannot account for psychological risk factors. No representation is made that any user will or is likely to achieve profits or losses similar to those shown. Past performance does not guarantee future results.
3. Market Risk & Capital Loss: Trading binary contracts on prediction markets (such as Kalshi or Polymarket) or placing sports wagers involves substantial financial risk, including the possible loss of 100% of staked capital. Odds and spreads fluctuate continuously. Users assume sole responsibility for their own trading decisions and bankroll sizing.
4. Responsible Gaming & Age Requirements: Fliff sweepstakes is available to legal residents aged 18+ in eligible states. Financial prediction exchanges (including Kalshi) require 18+, and commercial sportsbooks require 21+, subject to jurisdiction. If you or someone you know has a gambling problem and wants help, confidential crisis counseling and referral services can be accessed 24/7 by calling 1-800-GAMBLER (1-800-426-2537) or visiting ncpgambling.org.
5. Affiliate & Compensation Disclosure: iPredictSport may receive affiliate commissions, referral fees, or cost-per-acquisition (CPA) compensation from links to partners (including Fliff, Kalshi, and Polymarket) at no additional cost to you. For Fliff, attribution requires entry of promo code IPREDICT or IPSLIVE in the mobile app. Fliff is a sweepstakes sports product for adults 18+ and is void where prohibited by law (18 excluded states). This commercial compensation does not alter our objective quantitative probabilities, model outputs, or editorial gates.
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