polymarket-api▌
agentmc15/polymarket-trader · updated May 19, 2026
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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": "0xC5d563A36AE7814How to use polymarket-api on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add polymarket-api
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches polymarket-api from GitHub repository agentmc15/polymarket-trader and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate polymarket-api. Access the skill through slash commands (e.g., /polymarket-api) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
List & Monetize Your Skill
Submit your Claude Code skill and start earning
Use Cases▌
Task Automation & Efficiency
Automate repetitive workflows and reduce manual effort
Example
Generate reports, summarize documents, draft communications
Save 3-5 hours per week on routine tasks
Knowledge Enhancement
Learn new skills, understand complex topics, get expert guidance
Example
Explain concepts, provide examples, suggest learning resources
Accelerate learning and skill development by 2x
Quality Improvement
Enhance output quality through reviews, suggestions, and refinements
Example
Review drafts, suggest improvements, catch errors
Improve work quality by 30-40% with less effort
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client with skill support
- ›Clear understanding of task or problem to solve
- ›Willingness to iterate and refine outputs
Time Estimate
15-45 minutes depending on use case complexity
Installation Steps
- 1.Install skill using provided installation command
- 2.Test with simple use case relevant to your work
- 3.Evaluate output quality and relevance
- 4.Iterate on prompts to improve results
- 5.Integrate into regular workflow if valuable
Common Pitfalls
- ⚠Expecting perfect results without iteration
- ⚠Not providing enough context in prompts
- ⚠Using skill for tasks outside its intended scope
- ⚠Accepting outputs without review and validation
Best Practices▌
✓ Do
- +Start with clear, specific prompts
- +Provide relevant context and constraints
- +Review and refine all outputs before using
- +Iterate to improve output quality
- +Document successful prompt patterns
✗ Don't
- −Don't use without understanding skill limitations
- −Don't skip validation of outputs
- −Don't share sensitive information in prompts
- −Don't expect skill to replace human judgment
💡 Pro Tips
- ★Be specific about desired format and style
- ★Ask for multiple options to choose from
- ★Request explanations to understand reasoning
- ★Combine AI efficiency with human expertise
When to Use This▌
✓ Use When
Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.
✗ Avoid When
Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.
Learning Path▌
- 1Familiarize yourself with skill capabilities and limitations
- 2Start with low-risk, non-critical tasks
- 3Progress to more complex and valuable use cases
- 4Build expertise through regular use and experimentation
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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