polymarket-api

agentmc15/polymarket-trader · updated Apr 8, 2026

$npx skills add https://github.com/agentmc15/polymarket-trader --skill polymarket-api
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summary

Complete integration guide for Polymarket's CLOB and Gamma APIs with order execution and market data.

  • Covers three authentication levels (public market data, signer key derivation, authenticated trading) with endpoints for orderbooks, pricing, positions, and order management
  • Includes Python client patterns for market data fetching, limit order placement, WebSocket subscriptions, and real-time updates via py_clob_client library
  • Supports four order types (GTC, GTD, FOK, IOC) with price
skill.md

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",
}

Discussion

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general reviews

Ratings

4.649 reviews
  • Yusuf Sanchez· Dec 24, 2024

    polymarket-api fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Arya Torres· Dec 8, 2024

    Registry listing for polymarket-api matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Ganesh Mohane· Dec 4, 2024

    Useful defaults in polymarket-api — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Yusuf Perez· Dec 4, 2024

    I recommend polymarket-api for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Sakshi Patil· Nov 23, 2024

    polymarket-api is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Naina Mensah· Nov 23, 2024

    Keeps context tight: polymarket-api is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Evelyn Kim· Nov 15, 2024

    polymarket-api has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • James Johnson· Nov 11, 2024

    Registry listing for polymarket-api matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Yash Thakker· Nov 3, 2024

    Registry listing for polymarket-api matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Dhruvi Jain· Oct 22, 2024

    polymarket-api reduced setup friction for our internal harness; good balance of opinion and flexibility.

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