scraper-api-mcp

Item: scraper-api-mcp
Rating: 74
Author: M8ven

Enables AI assistants to access structured public web data (profiles, posts, videos, etc.) from social networks and directories via natural language, by forwarding tool calls to the scraper-api.com API.

→ bitterdev/scraper-api-mcp · listed on glama

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// key findings

🚨

Secret credentials may flow to a network call

1 flow detected: SCRAPER_API_KEY. We can’t prove the destination matches the brand the credential belongs to.

🔐

You'll be asked for 1 credential: SCRAPER_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.

configSCRAPER_API_BASE— no Override the API base URL (default https://api.scraper-api.com).

🔐 secretSCRAPER_API_KEY— "": "sk_live_…"

// 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/bitterdev-scraper-api-mcp-1jng29)](https://m8ven.ai/mcp/bitterdev-scraper-api-mcp-1jng29)

commit: a7836f8c1e730c7795426ef25ae7b82020a0074b

code hash: d0204fa04de6b8e7c17503d526cc8305d137f3e6f1f5e3393a810489b8c69916

verified: 7/21/2026, 8:38:46 AM

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