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Polymarket AI Agents and Assistants

Explore frameworks and tools for prediction-market agents, from retrieval and forecasts to optional execution.

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Inspect model dependencies, source citations, spending limits and the boundary between research and order placement.

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Official Metaculus tutorial: setting a binary probability.
Metaculus4.0Editorial
Research tool

Submit explicit probabilities and numerical distributions, compare forecasts with the community and evaluate a record after questions resolve.

  • Access Web · API
Ask Gina: Research-and-wallet assistant with an embedded product demonstration.
Ask Gina3.5Editorial
Platform

Research Polymarket, place orders and run scheduled wallet automations through a conversational agent or a connected AI client.

  • Access Web · MCP
Bankr: Agent platform entry points for chat, trading and integrations.
Bankr3.5Editorial
Platform

Search Polymarket and manage orders, shares and redemptions through a conversational agent available in Telegram, web and developer interfaces.

  • Access Web · Telegram · API · CLI
Desearch — forecasting research data: Numinous case study: evidence retrieval for forecasting models.
Desearch — forecasting research data3.5Editorial
Data API

Give forecasting agents web search, page extraction and social evidence through a usage-priced API documented in the Numinous research workflow.

  • Data coverage Web & social evidence
  • Access API
Headline Arena — market overview
Headline Arena3.5Editorial
Research tool

Compare AI agents’ forecasts, reasoning and revisions against a resolved record, with APIs and divergence alerts on paid plans.

  • Access Web · API
Numinous Tools: Agent skill overview and installation paths.
Numinous Tools3.5Editorial
SDK

Add Numinous forecasts, sourced market signals and credit-usage checks to a compatible coding or research agent.

  • Language Python
PolyDesk: Service catalog for individual trades, managed agents and integration audits.
PolyDesk3.5Editorial
Infrastructure

Integrate bounded Polymarket trade requests, recurring portfolio monitoring and evidence-backed integration reviews through typed agent services.

  • Access API · Email
Prediction Pilot — product overview
Prediction Pilot3.5Editorial
Research tool

Research Kalshi markets in chat, backtest rules, monitor positions and cross-check Polymarket prices without delegating trade execution.

  • Trading mode Read-only
  • Access Web
Prophed: Provider strategy-builder preview with backtest settings.
Prophed3.5Editorial
Platform

Draft prediction-market strategies in plain language, review their configuration and test costs, sizing and limits before activation.

  • Trading mode Paper · Live automation
  • Access Web
Prophet Arena: Forecast question input and model-leaderboard entry point.
Prophet Arena3.5Editorial
Research tool

Compare AI forecasters using resolved-event scores, then run a model on your question and inspect its research trace.

  • Access Web
SEDA documentation: oracle programs and data proxies.
SEDA3.5Editorial
Infrastructure

Build programmable oracle pipelines that fetch external data, apply verifiable logic and deliver structured results to applications or smart contracts.

  • Access API
Simmer: Published agent skills and strategy catalog.
Simmer3.5Editorial
Platform

Install or create reusable trading skills for an AI agent, start with simulated capital and inspect its decisions under account-level limits.

  • Access Web · CLI · MCP