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Polymarket AI agents and assistants

Compare tools that help an agent retrieve information, investigate events or produce forecasts. Some also support execution; establish that scope before choosing a framework or assistant.

How to choose ai agents

Separate research from action

An assistant’s answer, a forecast and an order are different outputs. Read which capabilities the product documents and which services or models it depends on. Optional execution should be assessed separately from research usefulness.

Inspect the working requirements

  • Check model dependencies and the evidence cited in answers.
  • Review spending limits and the services that may incur charges.
  • Identify where research ends and order placement begins.

Use MCP servers to compare assistant-facing data tools, forecasting resources for prediction methods and AI trading bots for documented action workflows. An explanation or confidence score needs supporting sources.

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26 tools · 1–12 shown

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Official Metaculus tutorial showing how to set a binary probability.
Metaculus
Research tool4.0Editorial

Direct probability forecasting with community comparison, defined resolution criteria and scored records.

  • Access Web · API
Ask Gina research and wallet assistant with embedded demonstration
Ask Gina
Platform3.5Editorial

Research markets conversationally, use supported order workflows and schedule wallet tasks with explicit access choices.

  • Access Web · MCP
Bankr agent entry points for chat, trading and integrations
Bankr
Platform3.5Editorial

A conversational agent for market lookup, dollar/share sizing and position management across supported surfaces.

  • Access Web · Telegram · API · CLI
Desearch Numinous case study about evidence retrieval for forecasts
Desearch — forecasting research data
Data API3.5Editorial

Usage-priced web and social retrieval for forecasting agents, documented through a Numinous integration case study.

  • Access API
Headline Arena overview of its forecast markets.
Headline Arena
Research tool3.5Editorial

AI forecast research with public reasoning, revision histories, resolved scorecards and paid API tools.

  • Access Web · API
Numinous Tools agent-skill overview and installation paths
Numinous Tools
SDK3.5Editorial

Request forecasts and market evidence from an agent while tracking separately metered API usage.

  • Language Python
PolyDesk service catalog for trades, managed agents and integration assessments
PolyDesk
Infrastructure3.5Editorial

Embed bounded trade requests, recurring monitoring and integration assessments through typed agent services.

  • Access API · Email
Prediction Pilot product overview
Prediction Pilot
Research tool3.5Editorial

A Kalshi-first research assistant with backtests, scheduled alerts and Polymarket comparisons; users execute orders themselves.

  • Trading mode Read-only
  • Access Web
Prophed strategy-builder preview with backtest settings
Prophed
Platform3.5Editorial

Develop prediction-market rules with explicit costs, risk limits, historical replay and a paper stage.

  • Trading mode Paper · Live automation
  • Access Web
Prophet Arena question input and model leaderboard entry
Prophet Arena
Research tool3.5Editorial

A live AI forecasting benchmark with resolved-event scores, comparable-event standings and inspectable research traces.

  • Access Web
SEDA documentation on Oracle Programs and Data Proxies
SEDA
Infrastructure3.5Editorial

Developer infrastructure for fetching external data, applying verifiable logic and delivering structured oracle results.

  • Access API
Simmer published agent skills and strategy catalog
Simmer
Platform3.5Editorial

Install or create agent trading skills, start in simulation and inspect decisions under account-level limits.

  • Access Web · CLI · MCP