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GoAI Moat Web Scrape

Registre officiel Recherche et web

Scrape any URL into clean LLM-ready Markdown, or crawl a whole site.

Code source Site web Documentation

Installation

Ajoutez ceci à la configuration MCP de votre client (Claude Desktop : claude_desktop_config.json ; Cursor : .cursor/mcp.json ; VS Code et les autres utilisent la même forme « mcpServers »).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http goai-moat-web-scrape 'https://scrape.mcp.goaimoat.com/mcp'
Configuration JSON (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "goai-moat-web-scrape": {
            "type": "http",
            "url": "https://scrape.mcp.goaimoat.com/mcp"
        }
    }
}

Documentation

Tirée du README du projet sur GitHub, actualisée chaque semaine. Les liens ouvrent GitHub.

Sommaire
  1. GoAI Moat — MCP Servers
  2. Why
  3. The 13 servers
  4. Architecture
  5. Open Core
  6. License

GoAI Moat — MCP Servers

13 Model Context Protocol (MCP) servers that give AI agents the ability to audit "AI visibility", detect competitor AI adoption, and serve cross-border e-commerce teams. All listed under com.goaimoat/* on the official MCP Registry.

Being good is no longer enough — you have to be sayable by AI. These tools make that measurable.

Why

Buyers stopped searching — they ask AI. Being "cited by AI" is replacing "ranking #1":

  • 65–68% of Google searches end without a click;
  • brands cited by AI earn ~35% more organic clicks and ~91% more paid clicks;
  • AI-referred visitors convert at 14.2% vs 2.8% for organic (≈5×).

The 13 servers

ServerRegistry IDWhat it does
AI Visibility Auditcom.goaimoat/ai-visibilityScore a brand's AI visibility 0-30 + 30-point checklist + fix priority
Competitor AI Signalscom.goaimoat/competitor-signals7 public signals + TSI score to detect a company's quiet AI adoption
Market Intel Briefcom.goaimoat/market-intel-briefSearch a weekly verified cross-border × AI intelligence library
Decision-Maker Lookupcom.goaimoat/decision-maker-lookupFind B2B decision makers and verify work emails
AI Content Studiocom.goaimoat/content-studioBilingual (EN/ZH) cross-border content generation
Brand Intel Memorycom.goaimoat/brand-intel-memoryPersistent business-intelligence memory for agents
Cross-border Profitcom.goaimoat/cross-border-profitCalculate cross-border e-commerce cost & profit
Export Compliancecom.goaimoat/export-complianceExport compliance checks (HS codes, restrictions)
IP Brand Protectioncom.goaimoat/ip-brand-protectionBrand/IP protection guidance
Pricing Strategycom.goaimoat/pricing-strategyPricing strategy for cross-border sellers
Product Selectioncom.goaimoat/product-selectionCross-border product selection research
Review Intelligencecom.goaimoat/review-intelligenceCustomer review intelligence
Social Media Strategycom.goaimoat/social-media-strategySocial media strategy for brands

Architecture

Each server is a ~80-line FastMCP app over streamable HTTP:

from fastmcp import FastMCP
mcp = FastMCP(name="GoAI Moat — ...")

@mcp.tool()
def score_brand(brand: str, category: str) -> dict:
    """Score a brand's AI visibility 0-30 across 5 categories."""
    ...

mcp.run(transport="streamable-http", host="127.0.0.1", port=8000)

Open Core

The server code here is open source (MIT). The hosted endpoints and premium data are paid:

  • Hosted: point any MCP client at https://mcp.goaimoat.com/mcp (free tier = 1 audit/email).
  • Premium: unlimited audits + data reveal (decision-maker emails) via license — see goaimoat.com/mcp-catalog.html.

License

MIT — build on it, but the hosted service and proprietary data remain GoAI Moat's.

Questions fréquentes

Qu'est-ce que GoAI Moat Web Scrape ?

Scrape any URL into clean LLM-ready Markdown, or crawl a whole site.

Comment installer GoAI Moat Web Scrape ?

Il fonctionne comme serveur distant. Dans Claude Code : claude mcp add --transport http goai-moat-web-scrape 'https://scrape.mcp.goaimoat.com/mcp'. Pour les autres clients, collez la configuration JSON de cette page dans leurs réglages MCP.

Faut-il une clé API pour GoAI Moat Web Scrape ?

Son entrée au registre n'indique aucune clé ni secret obligatoire. Certaines fonctions peuvent tout de même demander un compte auprès du service auquel il se connecte.

GoAI Moat Web Scrape est-il open source ?

Son code est public sur GitHub, mais le dépôt ne déclare pas de licence standard.

Qui maintient GoAI Moat Web Scrape ?

Il est publié par jayniebingyu-cyber. AI.tn le référence sans le maintenir ni le recommander.

Issu du registre MCP officiel. Être listé n'est pas une recommandation : vérifiez le code et les permissions d'un serveur avant de lui donner accès à vos données.