A Model Context Protocol server that gives any AI assistant the three.ws market-intelligence surface over stdio. Judge a coin by who is buying it, pull a wallet's realized reputation, read a signal feed's proven accuracy, rank KOL traders, and browse the copy-trade Smart Money directory — all live, read-only, no key required.

Every score, signal, and ranking comes straight from the public three.ws API. No API key, no signer, no payment — point THREE_WS_BASE at a deployment and go.

Install

npm install @three-ws/intel-mcp

Or run with npx (no install):

npx @three-ws/intel-mcp

Quick start

Claude Code, one line:

claude mcp add intel -- npx -y @three-ws/intel-mcp

Claude Desktop / Cursor (claude_desktop_config.json or mcp.json):

{
	"mcpServers": {
		"intel": {
			"command": "npx",
			"args": ["-y", "@three-ws/intel-mcp"]
		}
	}
}

Inspect the surface with the MCP Inspector:

npx -y @modelcontextprotocol/inspector npx @three-ws/intel-mcp

Tools

| Tool | Type | What it does | | -------------------- | --------- | ------------------------------------------------------------------------------------------------------------ | | smart_money_coin | read-only | Score a coin by WHO is net-buying it — 0–100 smart-money score, reputable buyers, funder clusters, sybil flag. | | wallet_intel | read-only | One wallet's realized reputation: score, win rate, behavioral labels, and its funder cluster. | | signal_feed | read-only | A signal feed's proven accuracy (hit-rate, realized/follower ROI) and recent emissions with on-chain proof. | | kol_leaderboard | read-only | Rank tracked KOL traders by realized P&L over a 7d / 30d window. | | kol_trades | read-only | Recent KOL trades on a specific mint, across the tracked KOL set. | | copy_smart_wallets | read-only | Browse the ranked copy-trade Smart Money directory — filter by chain, category, and sort. |

All six tools read live data: scores, feeds, and rankings move between calls, so none are idempotent.

Input parameters

smart_money_coin — mint (required), network (mainnet | devnet, default mainnet).

wallet_intel — wallet (required), network (mainnet | devnet, default mainnet).

signal_feed — slug (required), network (mainnet | devnet, default mainnet).

kol_leaderboard — window (7d | 30d, default 7d), limit (1–100, default 25).

kol_trades — mint (required), limit (1–100, default 20).

copy_smart_wallets — chain (sol | bsc), category (smart_money | launchpad | kol | sniper), sort (profit | pnl | winrate | followers | score, default score), q (text), limit (1–100, default 30), offset (default 0).

Example

// copy_smart_wallets
> { "chain": "sol", "sort": "winrate", "limit": 3 }
{
  "ok": true,
  "count": 3,
  "total": 412,
  "offset": 0,
  "limit": 3,
  "has_more": true,
  "facets": { "byChain": { "sol": 300, "bsc": 112 }, "byCategory": { "smart_money": 180, "kol": 90 } },
  "wallets": [
    { "address": "…", "chain": "sol", "categories": ["smart_money"], "score": 94, "win_rate_30d": 0.71, "realized_profit_30d_usd": 182000, "follow_count": 1240 }
  ]
}

// smart_money_coin
> { "mint": "FeMbDoX7R1Psc4GEcvJdsbNbZA3bfztcyDCatJVJpump" }
{
  "ok": true,
  "mint": "FeMbDoX7R1Psc4GEcvJdsbNbZA3bfztcyDCatJVJpump",
  "network": "mainnet",
  "computed": true,
  "smart_money_score": 78,
  "reputable_buyers": 12,
  "sybil_flag": false,
  "sybil_share": 0.18,
  "wallets": [ /* reputable buyers with realized_score, win_rate, labels */ ],
  "clusters": [ /* funder clusters in the book */ ]
}

computed: false on a coin or wallet means the smart-money graph has no on-chain history for it yet — that's an honest "not enough data", not a failure.

Requirements

• Node.js >= 20.
• Network access to https://three.ws (or your own THREE_WS_BASE).

Environment variables

| Variable | Required | Default | | --------------------- | -------- | ------------------ | | THREE_WS_BASE | no | https://three.ws | | THREE_WS_TIMEOUT_MS | no | 20000 |

Links

• Homepage: https://three.ws
• Changelog: https://three.ws/changelog
• Issues: https://github.com/nirholas/three.ws/issues
• License: Apache-2.0 — see LICENSE