Scrapegraphai_MCP

A local stdio MCP server for structured web scraping with ScrapeGraphAI and an OpenAI-compatible model API, providing tools to list models and scrape URLs.

→ HeartLoveLung/Scrapegraphai_MCP · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

🔐

You'll be asked for 1 credential: SCRAPEGRAPHAI_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

🔐 secretSCRAPEGRAPHAI_API_KEY— sk-your-api-key

configSCRAPEGRAPHAI_BASE_URL— "": "https://gpt.qt.cool/v1",

configSCRAPEGRAPHAI_MODEL— deepseek-v4-flash

configSCRAPEGRAPHAI_MODEL_TOKENS— "": "50000"

// 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 2 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/heartlovelung-scrapegraphai-mcp-108jst)](https://m8ven.ai/mcp/heartlovelung-scrapegraphai-mcp-108jst)

commit: c8c66ee3ec2876a6e689bb88c1f9d5a7591ea560

code hash: 5811982915605bb8b8dcada2268ef3464d809b3ba48af7fa838eda42bdfc0b31

verified: 6/30/2026, 9:51:18 AM

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