PolyRank MCP
Official# @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**
```bash
claude mcp add polyrank -- npx -y @polyrank/mcp
```
**Claude Desktop** — add to `claude_desktop_config.json`:
```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:
[](cursor://anysphere.cursor-deeplink/mcp/install?name=polyrank&config=eyJjb21tYW5kIjoibnB4IiwiYXJncyI6WyIteSIsIkBwb2x5cmFuay9tY3AiXX0=)
**VS Code**
```bash
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.
TDQS
Scored across 11 tools
All tools have clearly distinct purposes: leaderboard, market consensus, movers, platform stats, pulse, smart money reports (list and get), top ROI trades, trader lookup by tid, trader calibration, and trader skill. No overlapping functionality.
All tool names follow a consistent 'polyrank_get_<noun>' pattern with snake_case, making them predictable and easy to understand.
11 tools is well-scoped for the analytics domain. Each tool covers a distinct aspect of the Polyrank platform without being excessive or insufficient.
The tool set covers leaderboard, market consensus, trader profiles, and smart money reports. Minor gaps exist, such as no tool for listing all markets or retrieving a trader's full trade history, but the core functionality is present.