# Polymarket/agents

Trade autonomously on Polymarket using AI Agents

Repository: https://github.com/Polymarket/agents
Canonical: https://ross.abutalabs.com/products/polymarket-agents
Language: Python
License: MIT
License Family: permissive
Archived: true
Last push: 2024-11-05T15:40:29+00:00

## Health v2 (maintenance only)
Score: 10/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 0, release rhythm 35, longevity 56
- inputs: {"age_days": 791, "days_push": 666, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, archived
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 3777, forks 823 (observed 2026-08-28T04:08:18.299154+00:00)

## What it is
A Python developer framework and utility set for building AI agents that trade autonomously on Polymarket prediction markets. It integrates with the Polymarket API, provides RAG support, data sourcing from news and web search, and LLM prompt engineering tools.

## Use cases
- build an AI agent to trade on Polymarket
- autonomous prediction market trading bot
- use LLMs to analyze betting markets
- retrieve news and web data for market decisions
- experiment with RAG for trading agents

## When to choose
- you want to automate trading on Polymarket with AI agents
- you need a Python framework with Polymarket API integration
- you want RAG and LLM tooling for prediction markets

## When to avoid
- you need a production-guaranteed trading system
- you don't want to fund a wallet with real USDC
- you're targeting other prediction market platforms

## Facets
- artifact type: framework
- maturity: active
- function: agent-framework, llm-inference, rag, prompt-engineering, trading, cli
- domain: artificial-intelligence, large-language-models, fintech, developer-tools
- platform: python, cross-platform
- tags: prediction-markets, polymarket, autonomous-trading, betting, ai-agents, docker

## Member repositories
- Polymarket/agents (main) score 10

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:08:18.299154+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T18:27:48.513946+00:00, confidence not recorded.
  - readme: https://github.com/Polymarket/agents (fetched 2026-08-28T04:08:18.299154+00:00, sha 46190ea9a010)
- Data as of 2026-08-30T08:39:29.467469+00:00.