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intel-mcp

three.ws market intelligence from any AI agent — smart-money scoring, wallet intel, signal feeds, KOL leaderboards/trades, and the copy-trade Smart Money directory. Read-only over the live public API. No key, no signer, no payment.

Install / Use

claude mcp add nirholas -- npx -y github:nirholas/intel-mcp

If the server publishes to npm under a different name, use that package instead — check the repo README.

About this skill
🔌

MCP Server

Model Context Protocol server

Quality Score

83/100

Supported Platforms

Claude Code
Claude Desktop

Tags

Our assessment of intel-mcp

intel-mcp scores 83/100 on our quality scale, 651st of 960 AI & Machine Learning skills we index.

Its MCP Server is 9.0 KB long, well organised into 14 sections with 7 code examples: a thorough specification that gives an agent plenty to work with.

It has 10 GitHub stars, so there is little community track record yet; judge it on its content.

Substance
29/30
Structure
20/20
Description
15/15
Adoption
4/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 10 days ago, so intel-mcp is actively maintained.
  • It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 97/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

intel-mcp compared with similar skills

All 4 of these similar skills score higher than intel-mcp; compare them before choosing.

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intel-mcp (this skill)by nirholas831010d agoMCP Server
claude-memby thedotmack100102.1ktodayCLAUDE.md
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Understand-Anythingby Egonex-AI10087.4ktodayCLAUDE.md
headroomby headroomlabs-ai10077.0ktodayCLAUDE.md

Frequently asked questions

How do I install intel-mcp?
Run claude mcp add nirholas -- npx -y github:nirholas/intel-mcp. The install tabs above show the steps for each supported agent.
Which AI agents does intel-mcp work with?
It is written for Claude Code and Claude Desktop, as a MCP Server file. Other agents that read the same format can often use it too.
Is intel-mcp safe to use?
It is Apache-2.0-licensed and scores 97/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is intel-mcp still maintained?
The repository was last updated 10 days ago, so intel-mcp is actively maintained.
<p align="center"> <a href="https://three.ws"><img src="https://three.ws/three-ws-mcp-icon.svg" alt="three.ws" width="88" height="88"></a> </p> <h1 align="center">@three-ws/intel-mcp</h1> <p align="center"><strong>Read the market the way the smart money does — smart-money scoring, wallet intel, signal feeds, KOL trades, and the copy-trade directory, from any AI agent.</strong></p> <p align="center"> <a href="https://www.npmjs.com/package/@three-ws/intel-mcp"><img alt="npm" src="https://img.shields.io/npm/v/@three-ws/intel-mcp?logo=npm&color=cb3837"></a> <img alt="license" src="https://img.shields.io/npm/l/@three-ws/intel-mcp?color=3b82f6"> <img alt="node" src="https://img.shields.io/node/v/@three-ws/intel-mcp?color=339933&logo=node.js"> <a href="https://registry.modelcontextprotocol.io/?q=io.github.nirholas"><img alt="MCP Registry" src="https://img.shields.io/badge/MCP%20Registry-io.github.nirholas-0ea5e9"></a> <a href="https://three.ws"><img alt="three.ws" src="https://img.shields.io/badge/built%20by-three.ws-000"></a> </p>

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

<p align="center"> <sub> Part of the <a href="https://three.ws">three.ws</a> SDK suite — 3D AI agents, on-chain identity, and agent payments.<br/> <a href="https://three.ws">Website</a> · <a href="https://three.ws/changelog">Changelog</a> · <a href="https://github.com/nirholas/three.ws">GitHub</a> </sub> </p> <!-- three.ws:growth -->

Support the project

If intel-mcp saves you time, star it on GitHub. Stars are how other developers and AI agents find the repositories worth trusting, and they cost you one click.

Know someone who would use it? Post on X · Share on Bluesky · Share on LinkedIn · Submit to Hacker News · Share on Reddit

Built for AI agents too

Coding agents and LLM tooling can read this repo directly: AGENTS.md, llms.txt, llms-full.txt. Point an agent at https://github.com/nirholas/intel-mcp and it has the context it needs.

More from the same author

Contributors

Contributors

Star history

Star History Chart

<!-- /three.ws:growth --> <!-- three.ws:ecosystem -->

Part of three.ws

three.ws is a platform for 3D AI agents with Solana wallets: avatars, a skill marketplace, x402 payments and more than seventy MCP servers. @three-ws/intel-mcp is one package from it.

  • Documentation site: https://nirholas.github.io/intel-mcp/
  • npm: https://www.npmjs.com/package/@three-ws/intel-mcp
  • Canonical source: https://github.com/nirholas/three.ws (this repository is a generated mirror of packages/intel-mcp)
  • Agent-readable summary: llms.txt and AGENTS.md
  • Issues and ideas: https://github.com/nirholas/intel-mcp/issues
<!-- /three.ws:ecosystem -->

Related Skills

View on GitHub
GitHub Stars10
CategoryAI
Updated10d ago
Forks0

Languages

JavaScript

Trust signals

97/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

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