Polymarket Wallet Intelligence

aemery13/polymarket-intel

Sits on top of the Polymarket activity API and runs behavioral fingerprinting to classify wallets as human or bot, then scores their trading edge from 0 to 10 based on realized PnL and signals like focus ratio and holding period. Exposes three main tools: score_polymarket_wallet returns classification plus confidence and reason codes, get_open_positions streams live positions refreshed every 30 seconds, and historical endpoints let you track how a wallet's edge has changed over time. Built for copy trading agents that need to filter the leaderboard noise. The daily snapshot job rescores the top 50 wallets at 08:00 UTC so you get a time series dataset that grows more valuable as it accumulates. Complements the raw market data servers by answering whose signals are worth following before you decide what to trade.

tools: 4
auth: Secret needed
transport: STDIO, HTTP
env var: 1
last updated: May 9, 2026

View on GitHub

Tools

4 tools

Public tool metadata for what this MCP can expose to an agent.

score_polymarket_walletScore a Polymarket wallet by address.1 params

Score a Polymarket wallet by address.

Parameters* required

wallet_addressstring

score_polymarket_userScore a Polymarket user by username.1 params

Score a Polymarket user by username.

Parameters* required

usernamestring

get_polymarket_leaderboardGet the top wallets from the Polymarket leaderboard.1 params

Get the top wallets from the Polymarket leaderboard.

Parameters* required

limitinteger

get_open_positionsGet a wallet's currently open positions.1 params

Get a wallet's currently open positions.

Parameters* required

wallet_addressstring

Configuration

POLYMARKET_INTEL_API_KEYsecret

Optional API key for higher rate limits and paid features. Anonymous access works at free-tier limits.

Readme

Polymarket Wallet Intelligence

An MCP server and REST API that classifies Polymarket wallets as human or bot, scores their trading edge from 0–10, and streams their current open positions. Built for AI agents on copy-trading and signal-following stacks.

# Use it from any MCP client (Claude Desktop, Cursor, etc.)
pip install polymarket-intel-mcp
polymarket-intel-mcp

# Or call the hosted REST API directly
curl https://polymarket-intel-production.up.railway.app/wallet/0xf1528f12e645462c344799b62b1b421a6a4c64aa

How this fits with other Polymarket MCP servers

Status

Latest: v1.2 (May 2026) — classifier improved to distinguish active human grinders from HFT bots. See release notes and v1.3 backlog issue for what's next.

A daily snapshot job runs at 08:00 UTC and re-scores the top 50 leaderboard wallets, building a historical dataset of classification stability over time.

There are several MCP servers covering Polymarket, each at a different layer:

View the full README on GitHub

Details

Repository: github.com/aemery13/polymarket-intel
Website: github.com/aemery13/polymarket-intel
Category: Finance & Commerce
Package: polymarket-intel-mcp
Transport: STDIO, HTTP
Auth: Required
Registry: MCP registry, active

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