Firecrawl Python Packages

scrapefold

Unified Python library for web scraping — single URL or whole-site → markdown, with stealth, JS rendering, and LLM-ready output

open-research-agent

Multi-agent research CLI. Plan, search, scrape, synthesize, review -- all from your terminal.

web-retrieval-mcp

MCP server for AI agents: high-fidelity web search (Exa) + tiered web fetch (Exa→browser→Firecrawl) with SSRF guard. Drop-in replacement for built-in WebSearch/WebFetch in Claude Code, Codex, Grok, Cursor and all other agents.

scrapy-proxlane

Scrapy downloader middleware for Proxlane: one gateway in front of your scraping APIs, with failover and honest outcomes

markmaton

Lightweight HTML-to-Markdown parser for AI agent workflows — Python CLI and API around a fast Go engine, available on PyPI.

freecrawl-mcp

A production-ready mcp server for web scraping and document processing. Drop-in replacement for FireCrawl.

public-source-extractor

CLI for turning one public web page into reviewable Markdown or JSON for AI research (experimental provider).

switchback

🪜 Python web scraper: any URL → clean Markdown. Cheap HTTP first, Cloudflare/anti-bot stealth browser only when blocked.

thordata-firecrawl

Thordata Firecrawl – Firecrawl-compatible web crawling & scraping API built on Thordata, turning any website into AI-ready Markdown/JSON/HTML/screenshots.

flarecrawl

Flarecrawl CLI — Cloudflare Browser Rendering alternative to Firecrawl, cost-efficient at scale

edgeless-smart-scraper

Multi-backend web scraper with firecrawl, tavily, and requests fallback

py-multi-agent-search

Web search CLI for AI agents — 13 providers rank-fused into one Rust binary. Search, extract, verify, check credits.