PolyRank MCP
Provides AI agents with direct access to Polyrank's skill analytics for Polymarket, including leaderboards, trader skill metrics, calibration, market consensus, and live activity tracking.
README
@polyrank/mcp
MCP server that gives AI agents (Claude, etc.) direct access to Polyrank —
the skill-analytics layer for Polymarket. It ranks millions of Polymarket
wallets by genuine forecasting skill (calibration / Brier, alpha-vs-mid,
risk-adjusted return) — not vanity P&L or win rate. Follow the skilled, not the
lucky. (Live coverage + the exact skill-metric count: polyrank_get_platform_stats.)
It wraps Polyrank's free public API. Deep / premium data (full Brier decomposition, alpha, smart-money positioning) is billed per-request via x402 (USDC on Base) — see https://polyrank.app/llms.txt.
Tools (all read-only)
| Tool | What it does |
|---|---|
polyrank_get_leaderboard |
Top traders ranked by composite skill |
polyrank_get_trader_skill |
A wallet's P&L / win-rate / volume / percentiles |
polyrank_get_trader_calibration |
A wallet's 10-bin reliability diagram |
polyrank_get_market_consensus |
Smart-money consensus vs market mid + top holders |
polyrank_get_pulse |
Live activity: big wins, sharp moves, trending, divergence |
polyrank_get_platform_stats |
Live coverage + skill-metric count (wallets/trades/markets) |
polyrank_get_top_roi_trades |
Biggest return-on-cost resolved trades (filter by category) |
polyrank_get_movers |
Traders climbing / falling fastest in skill rank |
polyrank_get_smart_money_reports |
Weekly Smart-Money Report archive |
polyrank_get_smart_money_report |
One weekly Smart-Money Report in full |
polyrank_get_trader_by_tid |
Follow a masked trader by its tid |
Install
Claude Code
claude mcp add polyrank -- npx -y @polyrank/mcp
Claude Desktop — add to claude_desktop_config.json:
{
"mcpServers": {
"polyrank": { "command": "npx", "args": ["-y", "@polyrank/mcp"] }
}
}
Cursor — add to .cursor/mcp.json (same block as above), or use the one-click deep link:
VS Code
code --add-mcp '{"name":"polyrank","command":"npx","args":["-y","@polyrank/mcp"]}'
Config: POLYRANK_API_BASE (default https://api.polyrank.app).
Not affiliated with Polymarket · not investment advice · not custodial.
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