hshintelligence/agent-scrape

Overview

A pay-per-call web scraping MCP server for AI agents, monetized via x402 on Base mainnet and deployed on Cloudflare Workers. It requires no signup or API keys, charging only USDC per request. The server exposes six tools: scrape, extract (using Groq + Llama 4), screenshot, metadata, workflow, and session.

Best for

Best for
Developers building AI agents that need lightweight, crypto-payable web scraping with minimal setup.

Use cases

• Integrate pay-as-you-go web scraping into AI agent pipelines without managing subscriptions.
• Extract structured data from web pages using an LLM (Groq + Llama 4) in a single call.
• Capture screenshots or metadata of pages for agent-based monitoring or archiving.

How to use

Install

npx wrangler secret put GROQ_API_KEY

Tools exposed

• scrape_webpage
• extract_structured_data
• screenshot_webpage
• extract_metadata
• create_browser_session
• run_workflow

Tested with

Claude Desktop, Cursor, Continue

Notes

A pay-per-call web scraping MCP server for AI agents, monetized via x402 on Base mainnet and deployed on Cloudflare Workers. It requires no signup or API keys, charging only USDC per request. The server exposes six tools: scrape, extract (using Groq + Llama 4), screenshot, metadata, workflow, and session.

1 stars on GitHub. Last updated 2026-05-28. Licensed MIT.

Use cases

• Integrate pay-as-you-go web scraping into AI agent pipelines without managing subscriptions.
• Extract structured data from web pages using an LLM (Groq + Llama 4) in a single call.
• Capture screenshots or metadata of pages for agent-based monitoring or archiving.

Pros

• No signup or API key management, reducing setup friction for developers.
• Pay-per-call with USDC on Base, enabling granular cost control without fixed plans.
• Deployed on Cloudflare Workers for low-latency, serverless execution.

Cons

• Requires USDC wallet and familiarity with Base network, limiting adoption.
• Low GitHub star count (1) indicates early-stage development and limited community support.
• Tool set is narrow (6 tools) and may not handle complex scraping workflows without custom workflow tool.

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.