No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by ScrapeGraphAI · MCP Server · ★ 92
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
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ScrapeGraph MCP Server A production-ready Model Context Protocol (MCP) server that provides seamless integration with the ScrapeGraph AI API. This server enables language models to leverage advanced AI-powered web scraping capabilities with enterprise-grade reliability. Table of Contents Key Features Quick Start Available Tools Setup Instructions Remote Server Usage Local Usage Google ADK Integration Example Use Cases Error Handling Common Issues Development Contributing Documentation Technology Stack License ##
| Stars | 92 |
| Forks | 27 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 73.2762982637035/100 |
| Last Updated | 2026-07-17 |
| Created | 2025-03-05 |
| Platforms | browser, mcp, python |
| Est. Tokens | ~19k |
These tools work well together with scrapegraph-mcp for enhanced workflows:
Looking for a scrapegraph-mcp alternative? If you're comparing scrapegraph-mcp with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.
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AI-native web scraper. Single binary with a bundled Claude Code skill. MIT-licensed alternative to Firecrawl.
AI-native web scraper. Single binary with a bundled Claude Code skill. MIT-licensed alternative to Firecrawl.
Official Oxylabs MCP integration
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Turn Webpage to LLM friendly input text. Similar to Firecrawl and Jina Reader API. Makes RAG, AI web scraping,
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scrapegraph-mcp is ScapeGraph MCP Server. It is categorized as a MCP Server with 92 GitHub stars.
scrapegraph-mcp is primarily written in Python. It covers topics such as mcp-server, scraping, webcrawler.
You can find installation instructions and usage details in the scrapegraph-mcp GitHub repository at github.com/ScrapeGraphAI/scrapegraph-mcp. The project has 92 stars and 27 forks, indicating an active community.
scrapegraph-mcp is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to scrapegraph-mcp on Agent Skills Hub include agentql-mcp, WebReaper, WebReaper. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
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