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Compare scores, permissions, risks, and fit in one decision-focused table.

DimensionScrapeGraph MCP ServerAI-powered web scraping and data extraction with enterprise reliability via ScrapeGraph API.Context7Upstash's official server providing up-to-date third-party library docs for AI coding assistants
FMRS52 / 100 · D80 / 100 · B
Reliability5 / 2014 / 20
Security and permissions9 / 2016 / 20
Maintenance12 / 2017 / 20
Documentation14 / 2015 / 20
Setup experience12 / 2018 / 20
Best for
  • AI assistant developers who need natural-language-driven web scraping and structured data extraction.
  • Crawler and data analysis workflows that need automated extraction from multiple pages.
  • Users who need to monitor website changes and extract information on a schedule.
  • Developers using fast-moving frameworks/libraries worried about the AI suggesting stale code
  • Scenarios wanting zero-config documentation lookup
Not for
  • Developers who don't need AI-assisted scraping and just want simple direct HTTP requests.
  • Users without a ScrapeGraph AI paid subscription or with limited credits, as API calls may incur costs.
  • Users needing local JavaScript rendering without using ScrapeGraph API's rendering capabilities.
  • Looking up internal/private codebase documentation (Context7 targets publicly published open-source libraries)
  • Cases needing very high coverage of obscure, niche libraries (coverage depends on what Context7's platform has indexed)
Required permissions
  • Requires a ScrapeGraph API key (SGAI_API_KEY) to access ScrapeGraph services.
  • Requires network access to reach the ScrapeGraph API (default https://v2-api.scrapegraphai.com/api).
  • API key passed via environment variable or MCP config, which may involve secret management.
  • Usable without an API key (subject to a free-tier rate limit); CONTEXT7_API_KEY is an optional credential for higher quota
  • Read-only documentation lookup — no code execution or local filesystem access involved
Risks and side effects
  • API key leakage could lead to unauthorized usage and credit loss.
  • API calls are subject to rate limiting and quota management; exceeding may incur extra costs.
  • Scraping websites may violate their terms of service or laws; use responsibly.
  • The free tier has limited quota — high-frequency use may hit rate limits
  • Documentation content comes from Context7's platform index, so its accuracy and freshness depend on that platform's crawl cadence
Supported clientsClaude Desktop, CursorClaude Code, VS Code, Cursor, Cline, Amp
Tools172