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ScrapeGraphAI/scrapegraph-mcp
Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili…
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// key findings
✅
17 tools verified — handlers match their declared behaviour
10 read-only tools verified — handlers contain no write/delete/exec
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
// required environment variables
This server reads these from
process.env. You'll be asked to provide them before it can run.config
SGAI_API_URL— override the base URL (default https://v2-api.scrapegraphai.com/api)config
SCRAPEGRAPH_API_BASE_URL— Legacy aliases (still honored): for SGAI_API_URL, SGAI_TIMEOUT_S for SGAI_TIMEOUT.config
SGAI_TIMEOUT— request timeout in seconds (default 120)config
SGAI_TIMEOUT_S— Legacy aliases (still honored): SCRAPEGRAPH_API_BASE_URL for SGAI_API_URL, for SGAI_TIMEOUT.config
MCP_TRANSPORTconfig
HOSTconfig
PORT// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[](https://m8ven.ai/mcp/scrapegraphai-scrapegraph-mcp-1eegme)commit: 8372895aa6eaf72b1930ce634d3c1d74b412572e
code hash: 03db3ecdf53c197272b8ab478450b832fca00a0ffc7479392e9e95ebb6699fa1
verified: 7/27/2026, 10:28:46 AM