Featured

Deploy OpenClaw in 60 seconds β€” 20% off logoDeploy OpenClaw in 60 seconds β€” 20% off

Launch OpenClaw on Hostinger in about 60 seconds and keep your agent live 24/7. Our referral link gives you 20% off, no coupon code needed.

Launch on Hostinger β†’
Run your Hermes agent on Hostinger, fully managed logoRun your Hermes agent on Hostinger, fully managed

Launch Hermes on Hostinger in one click, fully managed, no VPS knowledge needed. Use code ZACAARON10 for 10% off.

Launch on Hostinger β†’
Crawl and scrape any site into clean data, 10% off logoCrawl and scrape any site into clean data, 10% off

Firecrawl crawls and scrapes any site into clean markdown for your agent. Get 1,000 free credits, and new users get 10% off their first purchase.

Try Firecrawl free β†’
6,000+ web scrapers for your AI agent, start free logo6,000+ web scrapers for your AI agent, start free

Apify gives your agent live web data: 6,000+ prebuilt scrapers and actors, MCP-ready. Sign up free with $5 in usage credits.

Try Apify free β†’
One API to scrape, enrich, and extract the internet. logoOne API to scrape, enrich, and extract the internet.

Context.dev gives your agents a single API to scrape, enrich, and extract live web data β€” no proxies, no parsers, no maintenance.

Start building free β†’
SetupClaw: done-for-you OpenClaw for founders & exec teams logoSetupClaw: done-for-you OpenClaw for founders & exec teams

White-glove OpenClaw for founders and exec teams (4–50+ employees): we install, harden, integrate your tools, and maintain it β€” secured from day one.

Get it set up for you β†’
SEO data APIs for your agent, $1 free credit logoSEO data APIs for your agent, $1 free credit

DataForSEO gives your agent live access to SERP results, keyword data, backlinks, and on-page SEO data through one API. New accounts get a $1 credit, good for up to 20,000 keyword or backlink lookups.

Try DataForSEO free β†’
Reach 48,000+ AI builders

A flat monthly placement in front of developers actively installing AI tools. No lock-in, cancel anytime.

Advertise here β†’

Works with

Claude CodeClaude DesktopCursorVS CodeClineCodex CLIOpenClaw+ any MCP client

Install to Claude Code

This server doesn't publish a one-line install command. Follow the setup in the source repository.

Summary

sentien-labs/verdictswarm-mcp MCP server](https://glama.ai/mcp/servers/sentien-labs/verdictswarm-mcp/badges/score.svg)](https://glama.ai/mcp/servers/sentien-labs/verdictswarm-mcp) πŸ“‡ 🏠 - Multi-AI crypto token scanner.

README.md

VerdictSwarm MCP Server

![PyPI](https://pypi.org/project/verdictswarm-mcp/) ![Python](https://github.com/sentien-labs/verdictswarm-mcp) ![License: MIT](LICENSE) ![MCP](https://modelcontextprotocol.io)

VerdictSwarm is a pre-trade security layer for agents that touch crypto. This MCP server exposes the Verdict API v2 as a small set of read-only tools for token checks, size-aware exit screening, and live pricing discovery.

Quick start

No account setup is required. If VS_API_KEY is absent, the server mints a free key on the first API-backed tool call and saves it in the platform user config directory.

uvx verdictswarm-mcp

Then ask your MCP client: β€œCheck DezXAZ8z7PnrnRJjz3wXBoRgixCa6xjnB7YaB1pPB263 on Solana at fast level.”

To supply an existing free or credits-backed key:

VS_API_KEY=vs1_your_key uvx verdictswarm-mcp

Claude Desktop, Cursor, Windsurf, and OpenClaw

Use this server entry (the env block is optional):

{
  "mcpServers": {
    "verdictswarm": {
      "command": "uvx",
      "args": ["verdictswarm-mcp"],
      "env": {
        "VS_API_KEY": "vs1_your_key"
      }
    }
  }
}

Without VS_API_KEY, the self-provisioned key is stored at:

  • macOS: ~/Library/Application Support/VerdictSwarm/config.json
  • Linux: ${XDG_CONFIG_HOME:-~/.config}/verdictswarm/config.json
  • Windows: %APPDATA%\VerdictSwarm\config.json

The file is created with user-only permissions where the operating system supports them. Set VS_CONFIG_DIR to override the directory.

Tools

| Tool | Description | |---|---| | check_token(address, chain="solana", level="fast") | Calls POST /v2/verdict and returns action, score, summary, and the five strongest signals. Levels are triage, fast, and deep. | | exit_sim(address, size_usd, side) | Requests include:["exit_sim"] and returns the fresh Solana exit-simulation block. Side is buy or sell. | | get_pricing() | Reads live pricing, levels, limits, and supported chains from GET /v2/verdict/info. |

The 0.1.x names scan_token, get_quick_score, check_rug_risk, get_token_report, and verify_payment are no longer advertised as MCP tools; clients see only the three current v2 tools above. An explicit call to an old name still returns a migration response and makes no legacy pay-lane request.

Free quota and x402 overflow

Free keys have per-level daily limits advertised by the API. If a limit is exhausted, the tool response says when the quota resets and preserves the complete x402 challenge. To continue immediately, set VS_API_KEY to a credits-backed key or use the returned x402 payment instructions.

The MCP client sends these attribution headers on API requests:

  • X-VS-Integration: mcp
  • X-VS-SDK-Version: 0.2.0

Configuration

| Environment variable | Default | Description | |---|---|---| | VS_API_KEY | unset | Optional free or credits-backed v2 API key. | | VS_API_URL | https://api.vswarm.io | VerdictSwarm API base URL. | | VS_TIMEOUT | 120 | HTTP request timeout in seconds. | | VS_CONFIG_DIR | platform user config dir | Directory for the self-provisioned key. | | VS_TRANSPORT | stdio | MCP transport. Use streamable-http for HTTP. | | HOST | 0.0.0.0 | HTTP bind host. | | PORT | 8000 | HTTP bind port. |

For HTTP transport:

VS_TRANSPORT=streamable-http HOST=0.0.0.0 PORT=8000 uvx verdictswarm-mcp

Programmatic client

import asyncio
from verdictswarm_mcp import VerdictSwarmApiClient

async def main():
    client = VerdictSwarmApiClient()
    verdict = await client.check_token("TOKEN_ADDRESS", "solana", "fast")
    print(verdict["verdict"]["action"], verdict["verdict"]["score"])

asyncio.run(main())

Development

git clone https://github.com/sentien-labs/verdictswarm-mcp.git
cd verdictswarm-mcp
uv sync --extra dev
uv run --extra dev python -m pytest -q

The server supports Python 3.10–3.13 and both stdio and HTTP transports.

Links

MIT licensed. See LICENSE.

See related servers & alternatives β†’

Related MCP servers

Browse all β†’

Related guides

Hand-picked reading to help you choose and use Finance & Payments servers.