firecrawl-mcpMCP Server40/100 via “batch web scraping with job queuing and result aggregation”
MCP server for Firecrawl web scraping integration. Supports both cloud and self-hosted instances. Features include web scraping, search, batch processing, structured data extraction, and LLM-powered content analysis.
Unique: Implements asynchronous batch job management with dual polling/webhook support, abstracting Firecrawl's async API behind a synchronous MCP interface. Provides per-URL error tracking and partial result aggregation, enabling resilient large-scale scraping without client-side orchestration.
vs others: More efficient than sequential scraping (10-50x faster for large batches); simpler than building custom job queues with Redis/Bull; provides better error visibility than fire-and-forget approaches.