ScrapeGraphAI/scrapegraph-mcp

Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili…

→ ScrapeGraphAI/scrapegraph-mcp · listed on official

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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.

configSGAI_API_URL— override the base URL (default https://v2-api.scrapegraphai.com/api)

configSCRAPEGRAPH_API_BASE_URL— Legacy aliases (still honored): for SGAI_API_URL, SGAI_TIMEOUT_S for SGAI_TIMEOUT.

configSGAI_TIMEOUT— request timeout in seconds (default 120)

configSGAI_TIMEOUT_S— Legacy aliases (still honored): SCRAPEGRAPH_API_BASE_URL for SGAI_API_URL, for SGAI_TIMEOUT.

configMCP_TRANSPORT

configHOST

configPORT

// 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

[![M8ven Score](https://m8ven.ai/badge/mcp/official-https-github-com-scrapegraphai-scrapegraph-mcp)](https://m8ven.ai/mcp/official-https-github-com-scrapegraphai-scrapegraph-mcp)

commit: 79b8506d672ba839c259fd19649b715da8c22a94

code hash: 6fc36e3f0a3ec80b31f9ab24fe5f5d80627b0126ee0027ca4d8195c7cfbec835

verified: 6/16/2026, 11:58:16 AM

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