polymarket-api▌
agentmc15/polymarket-trader · updated Apr 8, 2026
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
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
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.6★★★★★49 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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