ElfProxy provides a privacy-first infrastructure solution, merging a dynamic IP network with AI-optimized web interaction capabilities, ideal for secure, large-scale web data access. It features a global residential proxy infrastructure covering 195+ countries, automatic IP rotation, TLS fingerprint masking, and multi-protocol support. The enhanced Model Context Protocol (MCP) layer adds context-aware request scheduling, headless browser rendering, intelligent content sanitization, a 3-stage failover system, and adaptive rate limiting.