Polymarket Trading MCP
Trading intelligence tools for Polymarket prediction markets: Slippage estimation, liquidity scanning, arbitrage detection, price feeds, wallet intelligence, and portfolio risk.
polymarket-mcp
Prediction market intelligence for AI agents. Wallet scores, arbitrage detection, liquidity analysis, and real-time price feeds for Polymarket — backed by proprietary data from 195+ curated on-chain wallets.
What can it do?
Ask your AI agent:
- "Find all Polymarket markets where YES + NO prices don't add up to 100%"
- "What's the slippage if I buy $500 of YES on the Bitcoin $100k market?"
- "Show me the top 20 wallets on Polymarket by score and PnL"
- "Which wallets co-trade alongside this whale? Find the shadow network."
- "What's the liquidity grade for this market — is it safe to enter?"
- "Calculate my portfolio risk across these 5 positions"
- "What's the probability that Bitcoin hits $150k by June?"
- "Scan today's crypto news and match to open Polymarket markets"
Install
pip install polymarket-trading-mcp
Or run directly:
uvx --python 3.11 polymarket-trading-mcp
MCP Config
Claude Desktop
Add to your claude_desktop_config.json:
{
"mcpServers": {
"polymarket": {
"command": "polymarket-mcp",
"args": ["--stdio"]
}
}
}
Cursor / Windsurf / other MCP clients
Run as SSE server:
polymarket-mcp
# Starts on http://127.0.0.1:8000/sse
Run as streamable HTTP:
polymarket-mcp --http
# Starts on http://127.0.0.1:8000/mcp
Then point your client at http://127.0.0.1:8000/sse or http://127.0.0.1:8000/mcp.
How it compares
| Feature | polymarket-mcp | Manual CLOB calls | py-clob-client |
|---|---|---|---|
| MCP integration | Yes | No | No |
| Slippage estimation | Yes | DIY | Partial |
| Arbitrage scanning | Yes | DIY | No |
| Wallet intelligence | Yes | No | No |
| Price feed (multi-source) | Yes | No | No |
| Probability engine | Yes | No | No |
| Portfolio risk math | Yes | No | No |
| AI agent ready | Yes | No | No |
Tools
Free Tools
estimate_slippage — Estimate fill cost at different order sizes
Walk the CLOB order book and calculate average fill price for a given position size.
estimate_slippage(
market_id="71321045679252212594626385532587807886473352341859285086426388424842616389328",
side="BUY",
position_size_usd=500.0
)
Returns: best_price, avg_fill_price, slippage_pct, liquidity_available, recommendation (go/caution/no-go).
scan_market_liquidity — Liquidity depth, spread, and grade
Scan a market's liquidity depth with spread and depth at 1%/2%/5% from mid.
scan_market_liquidity(market_id="71321045679252212594626385532587807886473352341859285086426388424842616389328")
Returns: best_bid, best_ask, spread_pct, depth buckets, liquidity_grade (A/B/C).
find_arbitrage_gaps — Scan all markets for YES+NO mispricing
Scan all active Polymarket markets for YES + NO price sums that don't equal 1.00.
find_arbitrage_gaps(min_gap_pct=2.0)
Returns: markets with gaps, gap size, and direction to exploit (BUY_BOTH or SELL_BOTH).
get_crypto_price — Real-time prices from Binance and CoinGecko
Real-time crypto price from Binance and/or CoinGecko in parallel, with latency metadata.
get_crypto_price(symbol="BTC", sources="binance,coingecko")
Returns: per-source prices, average, max deviation between sources.
get_contract_status — Time remaining and resolution status
Time remaining and resolution status for active Polymarket contracts. BTC 5-min/15-min contracts use slug timestamp parsing for exact expiry.
get_contract_status(market_id="btc-updown-5m-1711234567")
get_contract_status(category="crypto") # scan all short-duration contracts
Returns: time_remaining_seconds, time_remaining_human, current_odds.
estimate_probability — Structured probability reasoning for any question
Estimate the probability of any event using structured reasoning. Base rates, key factors, timeframe analysis — all in one structured JSON response.
estimate_probability(question="Will Bitcoin reach $150k before end of 2025?")
Returns: estimated_probability (0-1), confidence_level, factors_for, factors_against, base_rate_note, reasoning.
calculate_portfolio_risk — Pure-math risk metrics across positions
Pure-math risk metrics for a portfolio of prediction market positions. No external API calls.
calculate_portfolio_risk(positions='[{"market_id": "abc123", "side": "YES", "size": 200, "entry_price": 0.65}]')
Returns: total_exposure, max_loss, max_gain, diversification_score, kelly_warnings, rebalancing_suggestions.
get_scoring_performance — Metadata and dataset stats (free)
Returns scoring methodology, current dataset stats, and pricing. Call this first to evaluate whether the paid data is worth it. No API key required.
Paid Tools (API key required)
7-day free trial on signup. After trial: pay-per-request in USDC on Polygon. Volume discount: 50% off above 1000 requests/day.
| Tool | Cost |
|---|---|
get_shadow_wallets | $0.05/request |
get_top_wallets | $0.05/request |
get_wallet_score | $0.05/request |
get_wallet_pnl | $0.05/request |
get_wallet_clusters | $0.05/request |
get_btc_short_markets | $0.01/request |
analyze_market_sentiment | $0.05/request |
get_shadow_wallets — Find wallets that co-trade with a whale
Find wallets that co-trade with a seed wallet across the same Polymarket categories.
get_shadow_wallets(seed_wallet="0xabc...", api_key="your-key")
Returns: up to 20 shadow wallets ranked by co-trading intensity, shared categories, win rates.
get_top_wallets — Top-ranked wallets by score and PnL
Top-ranked Polymarket wallets from MoonMirror's scoring engine (PnL + consistency + specialization - drawdown penalty).
get_top_wallets(api_key="your-key", limit=50, min_score=0.5)
get_wallet_score — Full scoring breakdown for any wallet
Full scoring breakdown for a specific wallet address.
get_wallet_score(address="0xabc...", api_key="your-key")
Returns: score components, win rate, trade count, data freshness.
get_wallet_pnl — Realized PnL with per-category breakdown
Realized PnL for a wallet with per-category breakdown. Pre-computed from Goldsky subgraph.
get_wallet_pnl(address="0xabc...", api_key="your-key")
get_wallet_clusters — Wallets independently co-trading with multiple top wallets
Wallets that independently appear alongside 3+ different top-scoring wallets — stronger signal than a single shadow match.
get_wallet_clusters(api_key="your-key", min_co_trades=3)
get_btc_short_markets — Active BTC 5-min and 15-min contracts
Active BTC 5-min and 15-min Polymarket contracts with token IDs and current midpoint prices. Cached, refreshed every 60 seconds.
get_btc_short_markets(api_key="your-key")
analyze_market_sentiment — Structured probabilistic analysis
Structured probabilistic analysis for a prediction market question using Claude's reasoning.
analyze_market_sentiment(question="Will Ethereum ETF hit $10B AUM by Q3 2025?", api_key="your-key")
Pricing
| Tier | Cost | Access |
|---|---|---|
| Free tools | $0 | Slippage, liquidity, timer, price feeds, arbitrage, risk calculator |
| Paid tools | $0.05/request | Wallet intelligence, sentiment analysis |
| Bundle | pip install polymarket-trading-mcp | All 10 tools |
Standalone packages also available: polymarket-slippage, polymarket-liquidity, polymarket-arb-detector, polymarket-price-feed, polymarket-sentiment, polymarket-timer, polymarket-news, polymarket-onchain
Why this server?
Every other Polymarket MCP server queries public APIs. We have proprietary wallet intelligence — curated scores, real PnL data from Goldsky, and shadow wallet networks discovered through counterparty mining. Data you can't get anywhere else.
The paid wallet tools are backed by MoonMirror, a Polymarket wallet intelligence engine. MoonMirror continuously monitors wallets on-chain, scores them on PnL, consistency, and market specialization, and pre-computes shadow wallet relationships.
All wallet queries return in < 100ms because everything is pre-computed. No blocking subgraph calls.
Configuration
All settings via environment variables:
# Server
HOST=127.0.0.1
PORT=8000
# DB paths (for self-hosted wallet intelligence)
MOONMIRROR_DB_PATH=/path/to/moonmirror.db
SERVICES_DB_PATH=/path/to/services.db
# Pricing
PRICE_WALLET_INTEL=0.05
PRICE_MARKET_DATA=0.01
TRIAL_DAYS=7
# Rate limiting
RATE_PER_KEY=5
RATE_GLOBAL=20
Admin CLI
# Create an API key
polymarket-mcp --create-key "customer-name"
# Top up a key's USDC balance
polymarket-mcp --top-up YOUR_KEY 10.0
github.com/whitmorelabs/polymarket-mcp — issues, PRs, and stars welcome.
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