"firecrawl" matching MCP servers:

A Model Context Protocol (MCP) server implementation that integrates with FireCrawl for advanced web scraping capabilities.

A Model Context Protocol server that enables AI assistants to perform advanced web scraping, crawling, searching, and data extraction through the Firecrawl API.

Enables Claude to scrape and crawl websites via a self-hosted Firecrawl instance through the Model Context Protocol. Provides tools for single/multi-URL scraping, site mapping, and full-site crawling operations.

A server that provides tools to scrape websites and extract structured data from them using Firecrawl's APIs, supporting both basic website scraping in multiple formats and custom schema-based data extraction.

Enables AI-powered web data extraction and research through Firecrawl's Agent API. Autonomously searches, navigates, and scrapes websites to gather structured data without requiring specific URLs.

A dual-path web search MCP server for Claude Code that cross-validates results via Tavily/Firecrawl and Google, explicitly returning sources to reduce hallucinations.

A Grok-first multi-source search MCP for AI agents that integrates Grok, Tavily, AnySearch, and Firecrawl to provide unified search results, cross-verification, and web content fetching.

Provides RAG tools with local vector retrieval and web fallback using Firecrawl, enabling document ingestion and querying through MCP stdio transport.

Enables centralized access to Firecrawl, Exa, Qdrant, embeddings, Playwright browser automation, and MCP clients through a single token-protected HTTP and MCP interface.