sentien-labs/verdictswarm-mcp

Бесплатно

Multi-AI crypto token scanner. 6 AI agents independently analyze and debate token risk on Solana, Base, and Ethereum. Detects rug pulls, honeypots, holder conce

автор: sentien-labs

GitHub

Описание

Multi-AI crypto token scanner. 6 AI agents independently analyze and debate token risk on Solana, Base, and Ethereum. Detects rug pulls, honeypots, holder concentration, and wash trading through adversarial consensus.

README

GitHub Python License: MIT MCP sentien-labs/verdictswarm-mcp MCP server Awesome MCP Servers PyPI Smithery

Fight AI with AI. Scammers build rugs with AI. Your agent catches them with 6.

The security layer for AI agents that touch money. One tool call between your trading agent and a rug pull.

Works with Claude Desktop, OpenClaw, Cursor, Codex, Windsurf, and any MCP-compatible client.

Why?

AI trading agents are making autonomous on-chain decisions with little or no risk review. Scammers are building rugs that bypass many single-algorithm scanners. The agent attack surface is now direct and financial, and bad results are costly.

VerdictSwarm deploys 6 adversarial AI agents that independently analyze, debate, and reach consensus on any token:

Adversarial debate - not one model's opinion. Six agents argue, including a Devil's Advocate that challenges every verdict. You see dissenting opinions.
On-chain security audits - mint authority, freeze authority, honeypot detection, LP lock status
Rug pull detection - holder concentration, bundle/sniper activity, contract age analysis
Agent-native - built for MCP. One tool call. Sub-second cached responses. No blockchain node required.

How It's Different

	VerdictSwarm	Single-Score Scanners
Method	6 AI agents debate adversarially	One algorithm, one number
Transparency	See dissenting opinions + reasoning	Black box trust score
Devil's Advocate	Dedicated agent challenges every verdict	No contrarian analysis
Coverage	On-chain + social + contract + holder analysis	Usually 1-2 signals
Agent-native	MCP protocol, one tool call	REST API, manual integration

Most scanners give you a number. VerdictSwarm gives you the argument.

Quick Start

Install & Run

# Install from PyPI (recommended)
pip install verdictswarm-mcp

# Run with uvx (zero-install)
VS_API_KEY=your_key_here uvx verdictswarm-mcp

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "verdictswarm": {
      "command": "uvx",
      "args": ["verdictswarm-mcp"],
      "env": {
        "VS_API_KEY": "your_key_here"
      }
    }
  }
}

Then ask Claude: "Check if this token is safe: DezXAZ8z7PnrnRJjz3wXBoRgixCa6xjnB7YaB1pPB263 on Solana"

OpenClaw

mcpServers:
  verdictswarm:
    command: uvx
    args: ["verdictswarm-mcp"]
    env:
      VS_API_KEY: your_key_here

Cursor

Uses claude_desktop_config.json format.

{
  "mcpServers": {
    "verdictswarm": {
      "command": "uvx",
      "args": ["verdictswarm-mcp"],
      "env": {
        "VS_API_KEY": "your_key_here"
      }
    }
  }
}

Windsurf

{
  "mcpServers": {
    "verdictswarm": {
      "command": "uvx",
      "args": ["verdictswarm-mcp"],
      "env": {
        "VS_API_KEY": "your_key_here"
      }
    }
  }
}

VS Code + Cline

{
  "cline.mcpServers": {
    "verdictswarm": {
      "command": "uvx",
      "args": ["verdictswarm-mcp"],
      "env": {
        "VS_API_KEY": "your_key_here"
      }
    }
  }
}

No API Key?

You get 10 free full 6-agent scans, no credit card required.

Tools

Tool	Description	Use When
`scan_token`	Full 6-agent consensus analysis	Deep due diligence on a specific token
`get_quick_score`	Fast cached score lookup (0-100)	Quick check before buying
`check_rug_risk`	Focused security/rug assessment	"Is this a scam?"
`get_token_report`	Formatted markdown report	Sharing analysis with others
`get_pricing`	Tool pricing and payment details	View costs and Solana payment info
`verify_payment`	Verify USDC payment on Solana	Confirm payment before calling paid tools

Real Results

Is $CRABGE safe?

VerdictSwarm Score: 23/100 (Grade F - CRITICAL RISK)

🔴 Security Agent: Mint authority still active. Deployer can mint unlimited tokens. 🔴 Liquidity Agent: Only $2,400 liquidity. 89% held by top 5 wallets. 🟡 Social Agent: 340 holders but suspicious clustering pattern. 🔴 Devil's Advocate: "Even the bull case here is terrible. Contract is 6 hours old with active mint authority."

Verdict: AVOID - High probability rug pull

Example: Quick Score

User: What's the risk score for BONK?
Agent: [calls get_quick_score("DezXAZ8z7PnrnRJjz3wXBoRgixCa6xjnB7YaB1pPB263")]
→ Score: 74/100 (Grade B) - LOW-MEDIUM risk

Example: Rug Check

User: Is this new memecoin safe? 7xKXtg2CW87d97TXJSDpbD5jBkheTqA83TZRuJosgAsU
Agent: [calls check_rug_risk("7xKXtg...")]
→ DANGER
  🚨 Liquidity NOT burned or locked
  ⚠️ Mint authority active
  ⚠️ Token is less than 24 hours old
  ⚠️ Bundle/sniper activity detected

Resources & Prompts

Resources (reference data for agents):

verdictswarm://help - Tool usage guide
verdictswarm://scoring - Score interpretation (0-100 scale, grades A-F)

Prompts (pre-built workflows):

should_i_buy(token_address) - Full investment analysis with recommendation
portfolio_check(tokens) - Batch risk assessment across holdings

Supported Chains

Chain	Status
Solana	✅ Full support
Ethereum	✅ Full support
Base	✅ Full support
BSC	✅ Full support

Scoring Guide

Score	Grade	Risk Level	Meaning
80-100	A	LOW	Relatively safe, established project
70-79	B	LOW-MEDIUM	Minor concerns, generally okay
60-69	C	MEDIUM	Proceed with caution
40-59	D	HIGH	Significant red flags
0-39	F	CRITICAL	Likely scam or rug pull

Configuration

Environment Variable	Default	Description
`VS_API_KEY`	(empty - free tier)	Your VerdictSwarm API key
`VS_API_URL`	`https://api.vswarm.io`	API base URL
`VS_TIMEOUT`	`120`	Request timeout in seconds

Architecture

MCP Client (Claude, Cursor, OpenClaw, Codex...)
    |
    |  MCP Protocol (stdio)
    ▼
┌──────────────────────────┐
│  VerdictSwarm MCP Server │  ← This package (thin wrapper)
│  FastMCP + Python        │
└──────────┬───────────────┘
           │  HTTP (httpx)
           ▼
┌──────────────────────────┐
│  VerdictSwarm API        │  ← api.vswarm.io
│  6 AI agents + on-chain  │
└──────────────────────────┘

The MCP server is a stateless wrapper. All intelligence lives in the VerdictSwarm API. This means:

Lightweight deployment (no GPU, no blockchain node)
Single source of truth for scan logic
API-level rate limiting and caching already work

Development

git clone https://github.com/sentien-labs/verdictswarm-mcp.git
cd verdictswarm-mcp
pip install -e ".[dev]"
pytest  # 47 tests, ~0.3s

License

MIT - see LICENSE.

Как установить

Добавь это в claude_desktop_config.json и перезапусти Claude Desktop.

{
  "mcpServers": {
    "sentien-labs-verdictswarm-mcp": {
      "command": "npx",
      "args": []
    }
  }
}

sentien-labs/verdictswarm-mcp

Бесплатно

Multi-AI crypto token scanner. 6 AI agents independently analyze and debate token risk on Solana, Base, and Ethereum. Detects rug pulls, honeypots, holder conce

автор: sentien-labs

GitHub

Описание

README

GitHub Python License: MIT MCP sentien-labs/verdictswarm-mcp MCP server Awesome MCP Servers PyPI Smithery

Fight AI with AI. Scammers build rugs with AI. Your agent catches them with 6.

The security layer for AI agents that touch money. One tool call between your trading agent and a rug pull.

Works with Claude Desktop, OpenClaw, Cursor, Codex, Windsurf, and any MCP-compatible client.

Why?

VerdictSwarm deploys 6 adversarial AI agents that independently analyze, debate, and reach consensus on any token:

Adversarial debate - not one model's opinion. Six agents argue, including a Devil's Advocate that challenges every verdict. You see dissenting opinions.
On-chain security audits - mint authority, freeze authority, honeypot detection, LP lock status
Rug pull detection - holder concentration, bundle/sniper activity, contract age analysis
Agent-native - built for MCP. One tool call. Sub-second cached responses. No blockchain node required.

How It's Different

	VerdictSwarm	Single-Score Scanners
Method	6 AI agents debate adversarially	One algorithm, one number
Transparency	See dissenting opinions + reasoning	Black box trust score
Devil's Advocate	Dedicated agent challenges every verdict	No contrarian analysis
Coverage	On-chain + social + contract + holder analysis	Usually 1-2 signals
Agent-native	MCP protocol, one tool call	REST API, manual integration

Most scanners give you a number. VerdictSwarm gives you the argument.

Quick Start

Install & Run

# Install from PyPI (recommended)
pip install verdictswarm-mcp

# Run with uvx (zero-install)
VS_API_KEY=your_key_here uvx verdictswarm-mcp

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "verdictswarm": {
      "command": "uvx",
      "args": ["verdictswarm-mcp"],
      "env": {
        "VS_API_KEY": "your_key_here"
      }
    }
  }
}

Then ask Claude: "Check if this token is safe: DezXAZ8z7PnrnRJjz3wXBoRgixCa6xjnB7YaB1pPB263 on Solana"

OpenClaw

mcpServers:
  verdictswarm:
    command: uvx
    args: ["verdictswarm-mcp"]
    env:
      VS_API_KEY: your_key_here

Cursor

Uses claude_desktop_config.json format.

{
  "mcpServers": {
    "verdictswarm": {
      "command": "uvx",
      "args": ["verdictswarm-mcp"],
      "env": {
        "VS_API_KEY": "your_key_here"
      }
    }
  }
}

Windsurf

{
  "mcpServers": {
    "verdictswarm": {
      "command": "uvx",
      "args": ["verdictswarm-mcp"],
      "env": {
        "VS_API_KEY": "your_key_here"
      }
    }
  }
}

VS Code + Cline

{
  "cline.mcpServers": {
    "verdictswarm": {
      "command": "uvx",
      "args": ["verdictswarm-mcp"],
      "env": {
        "VS_API_KEY": "your_key_here"
      }
    }
  }
}

No API Key?

You get 10 free full 6-agent scans, no credit card required.

Tools

Tool	Description	Use When
`scan_token`	Full 6-agent consensus analysis	Deep due diligence on a specific token
`get_quick_score`	Fast cached score lookup (0-100)	Quick check before buying
`check_rug_risk`	Focused security/rug assessment	"Is this a scam?"
`get_token_report`	Formatted markdown report	Sharing analysis with others
`get_pricing`	Tool pricing and payment details	View costs and Solana payment info
`verify_payment`	Verify USDC payment on Solana	Confirm payment before calling paid tools

Real Results

Is $CRABGE safe?

VerdictSwarm Score: 23/100 (Grade F - CRITICAL RISK)

🔴 Security Agent: Mint authority still active. Deployer can mint unlimited tokens. 🔴 Liquidity Agent: Only $2,400 liquidity. 89% held by top 5 wallets. 🟡 Social Agent: 340 holders but suspicious clustering pattern. 🔴 Devil's Advocate: "Even the bull case here is terrible. Contract is 6 hours old with active mint authority."

Verdict: AVOID - High probability rug pull

Example: Quick Score

User: What's the risk score for BONK?
Agent: [calls get_quick_score("DezXAZ8z7PnrnRJjz3wXBoRgixCa6xjnB7YaB1pPB263")]
→ Score: 74/100 (Grade B) - LOW-MEDIUM risk

Example: Rug Check

User: Is this new memecoin safe? 7xKXtg2CW87d97TXJSDpbD5jBkheTqA83TZRuJosgAsU
Agent: [calls check_rug_risk("7xKXtg...")]
→ DANGER
  🚨 Liquidity NOT burned or locked
  ⚠️ Mint authority active
  ⚠️ Token is less than 24 hours old
  ⚠️ Bundle/sniper activity detected

Resources & Prompts

Resources (reference data for agents):

verdictswarm://help - Tool usage guide
verdictswarm://scoring - Score interpretation (0-100 scale, grades A-F)

Prompts (pre-built workflows):

should_i_buy(token_address) - Full investment analysis with recommendation
portfolio_check(tokens) - Batch risk assessment across holdings

Supported Chains

Chain	Status
Solana	✅ Full support
Ethereum	✅ Full support
Base	✅ Full support
BSC	✅ Full support

Scoring Guide

Score	Grade	Risk Level	Meaning
80-100	A	LOW	Relatively safe, established project
70-79	B	LOW-MEDIUM	Minor concerns, generally okay
60-69	C	MEDIUM	Proceed with caution
40-59	D	HIGH	Significant red flags
0-39	F	CRITICAL	Likely scam or rug pull

Configuration

Environment Variable	Default	Description
`VS_API_KEY`	(empty - free tier)	Your VerdictSwarm API key
`VS_API_URL`	`https://api.vswarm.io`	API base URL
`VS_TIMEOUT`	`120`	Request timeout in seconds

Architecture

MCP Client (Claude, Cursor, OpenClaw, Codex...)
    |
    |  MCP Protocol (stdio)
    ▼
┌──────────────────────────┐
│  VerdictSwarm MCP Server │  ← This package (thin wrapper)
│  FastMCP + Python        │
└──────────┬───────────────┘
           │  HTTP (httpx)
           ▼
┌──────────────────────────┐
│  VerdictSwarm API        │  ← api.vswarm.io
│  6 AI agents + on-chain  │
└──────────────────────────┘

The MCP server is a stateless wrapper. All intelligence lives in the VerdictSwarm API. This means:

Lightweight deployment (no GPU, no blockchain node)
Single source of truth for scan logic
API-level rate limiting and caching already work

Development

git clone https://github.com/sentien-labs/verdictswarm-mcp.git
cd verdictswarm-mcp
pip install -e ".[dev]"
pytest  # 47 tests, ~0.3s

License

MIT - see LICENSE.

Как установить

Добавь это в claude_desktop_config.json и перезапусти Claude Desktop.

{
  "mcpServers": {
    "sentien-labs-verdictswarm-mcp": {
      "command": "npx",
      "args": []
    }
  }
}

Command Palette

sentien-labs/verdictswarm-mcp

Описание

README

Why?

How It's Different

Quick Start

Install & Run

Claude Desktop

OpenClaw

Cursor

Windsurf

VS Code + Cline

No API Key?

Tools

Real Results

Example: Quick Score

Example: Rug Check

Resources & Prompts

Supported Chains

Scoring Guide

Configuration

Architecture

Development

License

Links

Как установить

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sentien-labs/verdictswarm-mcp

Описание

README

Why?

How It's Different

Quick Start

Install & Run

Claude Desktop

OpenClaw

Cursor

Windsurf

VS Code + Cline

No API Key?

Tools

Real Results

Example: Quick Score

Example: Rug Check

Resources & Prompts

Supported Chains

Scoring Guide

Configuration

Architecture

Development

License

Links

Как установить

Похожие MCP

Stripe

malamutemayhem/unclick-agent-native-endpoints

whiteknightonhorse/APIbase

trackerfitness729-jpg/sitelauncher-mcp-server