polymarket-api

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Deep integration guide for Polymarket's CLOB API, Gamma API, and on-chain data. Use when building trading functionality, fetching market data, or implementing order execution.

⭐0stars🔀0forks📁View on GitHub🕐Updated Dec 25, 2025

When & Why to Use This Skill

This Claude skill provides a comprehensive integration guide for Polymarket's CLOB and Gamma APIs, enabling developers to build sophisticated trading bots, fetch real-time market data, and manage on-chain prediction market positions using Python and WebSockets.

Use Cases

  • Automated Trading Bots: Develop and deploy programmatic trading strategies using the Central Limit Order Book (CLOB) for precise order execution.
  • Real-time Market Monitoring: Implement WebSocket subscriptions to track live price updates, midpoint shifts, and order book depth for various events.
  • Market Research & Analytics: Fetch comprehensive market metadata and event details via the Gamma API to analyze implied probabilities and market trends.
  • On-chain Position Management: Programmatically manage user portfolios, track trade history, and calculate unrealized P&L across the Polygon network.
  • Custom Financial Dashboards: Integrate Polymarket's prediction data into external dashboards or research tools using structured Python implementation patterns.
namepolymarket-api
descriptionDeep integration guide for Polymarket's CLOB API, Gamma API, and on-chain data. Use when building trading functionality, fetching market data, or implementing order execution.

Polymarket API Integration Skill

Overview

This skill provides comprehensive guidance for integrating with Polymarket's APIs and smart contracts.

API Endpoints

CLOB API (Central Limit Order Book)

Base URL: https://clob.polymarket.com

Authentication Levels

  • Level 0 (Public): Market data, orderbooks, prices
  • Level 1 (Signer): Create/derive API keys
  • Level 2 (Authenticated): Trading, orders, positions

Key Endpoints

GET  /markets              # List all markets
GET  /markets/{token_id}   # Get specific market
GET  /price?token_id=X     # Get current price
GET  /midpoint?token_id=X  # Get midpoint price
GET  /book?token_id=X      # Get orderbook
GET  /trades               # Get user trades
POST /order                # Place order
DELETE /order/{id}         # Cancel order
GET  /positions            # Get positions

Gamma API (Market Metadata)

Base URL: https://gamma-api.polymarket.com

GET /events              # List events
GET /events/{slug}       # Get event details
GET /markets             # List markets
GET /markets/{id}        # Get market details

Python Implementation Patterns

Initialize Client

from py_clob_client.client import ClobClient
from py_clob_client.clob_types import OrderArgs, OrderType
import os

class PolymarketService:
    def __init__(self):
        self.client = ClobClient(
            host="https://clob.polymarket.com",
            key=os.getenv("POLYMARKET_PRIVATE_KEY"),
            chain_id=137,
            signature_type=1,
            funder=os.getenv("POLYMARKET_FUNDER_ADDRESS")
        )
        self.client.set_api_creds(
            self.client.create_or_derive_api_creds()
        )
    
    async def get_market_data(self, token_id: str) -> dict:
        """Fetch comprehensive market data."""
        return {
            "price": self.client.get_price(token_id, "BUY"),
            "midpoint": self.client.get_midpoint(token_id),
            "book": self.client.get_order_book(token_id),
            "spread": self.client.get_spread(token_id),
        }
    
    async def place_order(
        self,
        token_id: str,
        side: str,
        price: float,
        size: float,
        order_type: str = "GTC"
    ) -> dict:
        """Place a limit order."""
        order = self.client.create_order(
            OrderArgs(
                token_id=token_id,
                price=price,
                size=size,
                side=side,
            )
        )
        return self.client.post_order(order, order_type)

WebSocket Subscription

import asyncio
import websockets
import json

async def subscribe_market_updates(token_ids: list[str]):
    """Subscribe to real-time market updates."""
    uri = "wss://ws-subscriptions-clob.polymarket.com/ws/market"
    
    async with websockets.connect(uri) as ws:
        await ws.send(json.dumps({
            "type": "subscribe",
            "markets": token_ids
        }))
        
        async for message in ws:
            data = json.loads(message)
            yield data

Gamma API Client

import httpx

class GammaClient:
    BASE_URL = "https://gamma-api.polymarket.com"
    
    def __init__(self):
        self.client = httpx.AsyncClient(base_url=self.BASE_URL)
    
    async def get_active_markets(self) -> list[dict]:
        """Fetch all active markets."""
        response = await self.client.get("/markets", params={"active": True})
        return response.json()
    
    async def get_event(self, slug: str) -> dict:
        """Fetch event with all markets."""
        response = await self.client.get(f"/events/{slug}")
        return response.json()

Order Types

  • GTC (Good Till Cancelled): Stays until filled or cancelled
  • GTD (Good Till Date): Expires at specified time
  • FOK (Fill or Kill): Must fill entirely or cancel
  • IOC (Immediate or Cancel): Fill what's available, cancel rest

Price Calculations

def calculate_implied_probability(price: float) -> float:
    """Convert price to implied probability."""
    return price  # Prices ARE probabilities (0-1)

def calculate_cost(price: float, shares: float) -> float:
    """Calculate cost to buy shares."""
    return price * shares

def calculate_pnl(
    entry_price: float,
    current_price: float,
    shares: float,
    side: str
) -> float:
    """Calculate unrealized P&L."""
    if side == "BUY":
        return (current_price - entry_price) * shares
    return (entry_price - current_price) * shares

Error Handling

from py_clob_client.exceptions import PolymarketException

try:
    result = client.post_order(order)
except PolymarketException as e:
    if "INSUFFICIENT_BALANCE" in str(e):
        # Handle insufficient funds
        pass
    elif "INVALID_PRICE" in str(e):
        # Handle price out of range
        pass
    raise

Rate Limits

  • Public endpoints: ~100 requests/minute
  • Authenticated endpoints: ~1000 requests/minute
  • WebSocket: Varies by subscription type

Always implement exponential backoff and request queuing.

Key Contract Addresses (Polygon)

CONTRACTS = {
    "CTF_EXCHANGE": "0x4bFb41d5B3570DeFd03C39a9A4D8dE6Bd8B8982E",
    "NEG_RISK_CTF_EXCHANGE": "0xC5d563A36AE78145C45a50134d48A1215220f80a",
    "CONDITIONAL_TOKENS": "0x4D97DCd97eC945f40cF65F87097ACe5EA0476045",
    "USDC": "0x2791Bca1f2de4661ED88A30C99A7a9449Aa84174",
}