---
url: "https://predictiontoolkit.com/polymarket-ai-agents/"
publisher: "PredictionToolkit"
---

[← Research](<https://predictiontoolkit.com/polymarket-research-tools/>) 

Browse by purpose

[All tools 366](<https://predictiontoolkit.com/tools/>) [Kalshi tools](<https://predictiontoolkit.com/kalshi-tools/>) Trading & automation

[All trading & automation 123](<https://predictiontoolkit.com/polymarket-trading-tools/>) 

-   [Trading bots49](<https://predictiontoolkit.com/polymarket-trading-bots/>) 
    -   [Telegram trading22](<https://predictiontoolkit.com/polymarket-telegram-bots/>) 
    -   [AI trading bots7](<https://predictiontoolkit.com/polymarket-ai-trading-bots/>) 
-   [Copy trading44](<https://predictiontoolkit.com/polymarket-copy-trading-tools/>) 
-   [Arbitrage21](<https://predictiontoolkit.com/polymarket-arbitrage-tools/>) 
-   [Liquidity & market making10](<https://predictiontoolkit.com/polymarket-market-making-tools/>) 
-   [Strategy builders30](<https://predictiontoolkit.com/polymarket-strategy-builders/>) 
-   [Paper trading37](<https://predictiontoolkit.com/polymarket-paper-trading-tools/>) 
-   [Backtesting20](<https://predictiontoolkit.com/polymarket-backtesting-tools/>) 

Frontends & terminals

[All frontends & terminals 99](<https://predictiontoolkit.com/polymarket-frontends/>) 

-   [Trading terminals61](<https://predictiontoolkit.com/polymarket-trading-terminals/>) 
-   [Browser extensions14](<https://predictiontoolkit.com/polymarket-browser-extensions/>) 
-   [Mobile apps17](<https://predictiontoolkit.com/polymarket-mobile-apps/>) 
-   [Aggregators26](<https://predictiontoolkit.com/polymarket-aggregators/>) 

Analytics & alerts

[All analytics & alerts 221](<https://predictiontoolkit.com/polymarket-analytics-tools/>) 

-   [Wallet tracking106](<https://predictiontoolkit.com/polymarket-wallet-trackers/>) 
-   [Alerts55](<https://predictiontoolkit.com/polymarket-alerts/>) 
-   [Portfolio tracking60](<https://predictiontoolkit.com/polymarket-portfolio-trackers/>) 
-   [Market scanners46](<https://predictiontoolkit.com/polymarket-market-scanners/>) 
-   [Dashboards75](<https://predictiontoolkit.com/polymarket-dashboards/>) 
-   [Signals31](<https://predictiontoolkit.com/polymarket-signal-tools/>) 
-   [Risk management33](<https://predictiontoolkit.com/polymarket-risk-management-tools/>) 
-   [Leaderboards48](<https://predictiontoolkit.com/polymarket-leaderboards/>) 

AI & research

[All ai & research 98](<https://predictiontoolkit.com/polymarket-research-tools/>) 

-   [AI agents26](<https://predictiontoolkit.com/polymarket-ai-agents/>) 
-   [Forecasting47](<https://predictiontoolkit.com/polymarket-forecasting-tools/>) 
-   [News & OSINT29](<https://predictiontoolkit.com/polymarket-news-research-tools/>) 
-   [Resolution17](<https://predictiontoolkit.com/polymarket-resolution-tools/>) 

APIs & developer tools

[All apis & developer tools 135](<https://predictiontoolkit.com/polymarket-developer-tools/>) 

-   [Data APIs88](<https://predictiontoolkit.com/polymarket-api/>) 
-   [SDKs & libraries25](<https://predictiontoolkit.com/polymarket-sdks/>) 
-   [Historical data38](<https://predictiontoolkit.com/polymarket-historical-data/>) 
-   [MCP servers29](<https://predictiontoolkit.com/polymarket-mcp-servers/>) 
-   [Official developer tools10](<https://predictiontoolkit.com/polymarket-official-tools/>) 
-   [Streaming data19](<https://predictiontoolkit.com/polymarket-streaming-data/>) 
-   [CLI tools10](<https://predictiontoolkit.com/polymarket-cli-tools/>) 
-   [On-chain data6](<https://predictiontoolkit.com/polymarket-onchain-data-tools/>) 
-   [Starter projects & resources13](<https://predictiontoolkit.com/polymarket-builder-resources/>) 

Wallets & infrastructure

[All wallets & infrastructure 7](<https://predictiontoolkit.com/polymarket-wallets-and-infrastructure/>) 

-   [Wallets4](<https://predictiontoolkit.com/polymarket-wallets/>) 
-   [Funding & bridges2](<https://predictiontoolkit.com/polymarket-funding-tools/>) 
-   [Bot hosting2](<https://predictiontoolkit.com/polymarket-bot-hosting/>) 
-   [Wallet infrastructure1](<https://predictiontoolkit.com/polymarket-wallet-infrastructure/>) 

DeFi & capital

[All defi & capital 30](<https://predictiontoolkit.com/polymarket-defi-tools/>) 

-   [Lending5](<https://predictiontoolkit.com/polymarket-lending-tools/>) 
-   [Position yield8](<https://predictiontoolkit.com/polymarket-yield-tools/>) 
-   [Funds & strategies3](<https://predictiontoolkit.com/polymarket-funds/>) 
-   [Funded trading3](<https://predictiontoolkit.com/polymarket-funded-trading/>) 
-   [Leverage4](<https://predictiontoolkit.com/polymarket-leverage-tools/>) 
-   [Parlays13](<https://predictiontoolkit.com/polymarket-parlay-tools/>) 

Topic research & data

[All topic research & data 48](<https://predictiontoolkit.com/polymarket-data-sources/>) 

-   [Crypto research8](<https://predictiontoolkit.com/data-sources/crypto/>) 
-   [Sports research17](<https://predictiontoolkit.com/data-sources/sports/>) 
-   [Esports research1](<https://predictiontoolkit.com/data-sources/esports/>) 
-   [Weather research10](<https://predictiontoolkit.com/data-sources/weather/>) 
-   [Economic research8](<https://predictiontoolkit.com/data-sources/macro/>) 
-   [Company & earnings data6](<https://predictiontoolkit.com/data-sources/equities/>) 
-   [Politics & elections9](<https://predictiontoolkit.com/data-sources/politics/>) 

Learn & explore

[All learn & explore 48](<https://predictiontoolkit.com/polymarket-resources/>) 

-   [Communities8](<https://predictiontoolkit.com/communities/>) 
-   [News & media8](<https://predictiontoolkit.com/polymarket-news-sources/>) 
-   [Learning12](<https://predictiontoolkit.com/polymarket-learning-resources/>) 
-   [Prediction platforms26](<https://predictiontoolkit.com/prediction-market-platforms/>) 

[All categories](<https://predictiontoolkit.com/categories/>) 

Find your toolkit

# 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.

[Polymarket MCP Servers](<https://predictiontoolkit.com/polymarket-mcp-servers/>) 

Inspect tools exposed to assistants.

[Polymarket AI Trading Bots](<https://predictiontoolkit.com/polymarket-ai-trading-bots/>) 

Compare agent execution workflows.

[Polymarket Forecasting and Research Tools](<https://predictiontoolkit.com/polymarket-forecasting-tools/>) 

Explore forecasting tools.

[Polymarket AI, Research and Resolution Tools](<https://predictiontoolkit.com/polymarket-research-tools/>) 

Review the research family.

[All categories](<https://predictiontoolkit.com/categories/>) 

**26** tools · 1–12 shown

Sort

![Official Metaculus tutorial showing how to set a binary probability.](<https://predictiontoolkit.com/assets/cover-metaculus-3e37251276f7-400.webp>)

[Metaculus](<https://predictiontoolkit.com/tools/metaculus/>) 

Research tool**4.0**Editorial

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

-   Access Web · API

![Ask Gina research and wallet assistant with embedded demonstration](<https://predictiontoolkit.com/assets/cover-ask-gina-bb2d5ebfeeac-400.webp>)

![Ask Gina logo](<https://predictiontoolkit.com/assets/logo-ask-gina-2a449e0440c4.webp>)[Ask Gina](<https://predictiontoolkit.com/tools/ask-gina/>) 

Platform**3.5**Editorial

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](<https://predictiontoolkit.com/assets/cover-bankr-0ac51930c17e-400.webp>)

![Bankr logo](<https://predictiontoolkit.com/assets/logo-bankr-8b6d89c1da73.webp>)[Bankr](<https://predictiontoolkit.com/tools/bankr/>) 

Platform**3.5**Editorial

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](<https://predictiontoolkit.com/assets/cover-desearch-numinous-forecasting-api-64590f867c186110-400.webp>)

![Desearch — forecasting research data logo](<https://predictiontoolkit.com/assets/logo-desearch-numinous-forecasting-api-da9c3a1d5d31.webp>)[Desearch — forecasting research data](<https://predictiontoolkit.com/tools/desearch-numinous-forecasting-api/>) 

Data API**3.5**Editorial

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.](<https://predictiontoolkit.com/assets/cover-headline-arena-747b59f542db-400.webp>)

![Headline Arena logo](<https://predictiontoolkit.com/assets/logo-headline-arena-e94901832c73.webp>)[Headline Arena](<https://predictiontoolkit.com/tools/headline-arena/>) 

Research tool**3.5**Editorial

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](<https://predictiontoolkit.com/assets/cover-numinous-tools-db9403cef40f0013-400.webp>)

[Numinous Tools](<https://predictiontoolkit.com/tools/numinous-tools/>) 

SDK**3.5**Editorial

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](<https://predictiontoolkit.com/assets/cover-polydesk-40ddca9017c65ec0-400.webp>)

![PolyDesk logo](<https://predictiontoolkit.com/assets/logo-polydesk-e0d738effe63.svg>)[PolyDesk](<https://predictiontoolkit.com/tools/polydesk/>) 

Infrastructure**3.5**Editorial

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

-   Access API · Email

![Prediction Pilot product overview](<https://predictiontoolkit.com/assets/cover-prediction-pilot-c84f6654f82d-400.webp>)

![Prediction Pilot logo](<https://predictiontoolkit.com/assets/logo-prediction-pilot-4eb8d6041915.webp>)[Prediction Pilot](<https://predictiontoolkit.com/tools/prediction-pilot/>) 

Research tool**3.5**Editorial

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](<https://predictiontoolkit.com/assets/cover-prophed-df375786db62-400.webp>)

![Prophed logo](<https://predictiontoolkit.com/assets/logo-prophed-96812a69407b.webp>)[Prophed](<https://predictiontoolkit.com/tools/prophed/>) 

Platform**3.5**Editorial

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](<https://predictiontoolkit.com/assets/cover-prophet-arena-2a05fe14b812-400.webp>)

![Prophet Arena logo](<https://predictiontoolkit.com/assets/logo-prophet-arena-b3c0c3548955.webp>)[Prophet Arena](<https://predictiontoolkit.com/tools/prophet-arena/>) 

Research tool**3.5**Editorial

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](<https://predictiontoolkit.com/assets/cover-seda-4ba3ed5f46855b16-400.webp>)

[SEDA](<https://predictiontoolkit.com/tools/seda/>) 

Infrastructure**3.5**Editorial

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

-   Access API

![Simmer published agent skills and strategy catalog](<https://predictiontoolkit.com/assets/cover-simmer-markets-f1cd2f6d9d0a-400.webp>)

![Simmer logo](<https://predictiontoolkit.com/assets/logo-simmer-markets-005e86752b04.webp>)[Simmer](<https://predictiontoolkit.com/tools/simmer-markets/>) 

Platform**3.5**Editorial

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

-   Access Web · CLI · MCP

[1](<https://predictiontoolkit.com/polymarket-ai-agents/>) [2](<https://predictiontoolkit.com/polymarket-ai-agents/page/2/>) [3](<https://predictiontoolkit.com/polymarket-ai-agents/page/3/>) [→](<https://predictiontoolkit.com/polymarket-ai-agents/page/2/>)