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
Update MCP Server -
pip install --upgrade scraperapi-mcp-serverAdd Claude Skill -
npx skills add scraperapi/scraperapi-skillsConfigure Your Client - Follow tool-specific setup guide (Claude, Cursor, VSCode, etc.)
Start Prompting - Use natural language to scrape, search, and extract data
Documentation & Setup
Last updated