ScraperAPI MCP: Expanded Capabilities

Expanded ScraperAPI MCP integration with deeper tools broader platform support and smarter AI agents.

MCP Server Enhancements

Depth: Expanded Tool Coverage

• Structured Data Endpoints (SDEs) - Google, Amazon, Walmart, eBay, Redfin now accessible via MCP

• Crawler Integration - Full web crawling capabilities through MCP protocol

• All tools callable directly from your preferred AI interface with proper parameter mapping

Breadth: Multi-Platform Support

• Claude Desktop – Hosted remote MCP server support

• Claude Code – Native MCP tool execution

• Cursor – Direct MCP integration for agent-driven development

• Windsurf – AI-assisted coding with MCP tool access

• Cline – Autonomous coding workflows via MCP

• VSCode + GitHub Copilot – MCP-enabled tool execution inside VSCode

• Local Deployment – Python and Docker support for self-hosted setups

• ​n8n Integration – MCP Client Tool support for workflow automation

• Extended Model Support – OpenAI and Gemini compatibility ready

Claude Skill & Agent Improvements

ScraperAPI MCP Skill

• Intelligent agent guidance for selecting the right tool

• Auto-detects tasks (scraping, searches, crawls, SDE queries)

• Provides best practices for cost, pagination, and output formatting

• Accessible via: npx skills add scraperapi/scraperapi-skills

Enhanced Agent Context

• Agent now aware of complete ScraperAPI ecosystem

  • n8n node integration suggestions

  • SDK and DataPipeline options

  • Guidance on when to use MCP vs. direct API calls

• Improved decision-making for task optimization

What This Means for You

• Developers: Direct LLM access to ScraperAPI's full toolkit without manual API calls

• Teams: Standardized workflows via skills reduce prompt engineering overhead

• Scale: Broader platform support makes integration easier across your tech stack

Getting Started

1. Update MCP Server - pip install --upgrade scraperapi-mcp-server

2. Add Claude Skill - npx skills add scraperapi/scraperapi-skills

3. Configure Your Client - Follow tool-specific setup guide (Claude, Cursor, VSCode, etc.)

4. Start Prompting - Use natural language to scrape, search, and extract data

Documentation & Setup

MCP ServerMCP Server <--> n8nClaude Skill