This project provides a powerful web scraping tool that fetches search results and converts them into Markdown format using FastAPI, SearXNG, and Browserless. It includes the capability to use proxies for web scraping and handles HTML content conversion to Markdown efficiently.

📈 Create beautiful graphs in seconds. Plot github stars or your own csvs. Think ray.so for graphs. Built by the Firecrawl team.

Turn any developer documentation into a GPT

FireCrawl MCP Server is a powerful web scraping integration for Claude and other LLMs. It provides JavaScript rendering, batch processing, and search capabilities through a Model Context Protocol (MCP) interface. Now with support for self-hosted instances and advanced features like parallel processing, automatic retries, and content filtering

A collection of cookbooks to help developers get started quickly with the Firecrawl API.

CrewNews is an AI news generator that delivers an unbiased version of the news for a given topic, using Streamlit for the GUI, Llama 3.1 as the LLM (inferenced via the AIML API), CrewAI for building AI agents, AgentOps for testing AI agents, and Exa & Firecrawl as tools

This repository demonstrates how to leverage OpenAI's GPT-4 models with JSON Strict Mode to extract structured data from web pages. It combines web scraping capabilities from Firecrawl with OpenAI's advanced language models to create a powerful data extraction pipeline.

Nextjs 15 Firecrawl app to scrape doc links for an LLM. Use it as a starter kit to build your Firecrawl app. Turn any developer documentation into a GPT knowledge base. Pre-made Github Action to crawl and commit markdown responses to repo.

Implementing LangChain concepts and building meaningful stuffs

A .NET library for interacting with the Firecrawl API

AI-powered lead generation tool that transforms user queries into targeted Quora lead searches. Leverages Groq AI and Firecrawl to extract user interactions, helping businesses discover potential leads through intelligent query processing and web scraping.

AI Lead Generation Agent that automatically discovers and qualifies potential leads from Quora. Using Firecrawl for intelligent web scraping, Phidata for agent orchestration, and Composio for Google Sheets integration, you'll create a system that can continuously generate and organize qualified leads with minimal human intervention!

Generated C# SDK based on official Firecrawl OpenAPI specification

It can take several human hours to research the key information about a company and their key persons/decision makers. This app is built to automate this process and reduce this research and propsecting time to less than a minute using the power of AI agents.

AI-powered web scraping agent built with LangGraph, LangSmith, Firecrawl, and Anthropic AI. Automates intelligent crawling, structured data extraction, and LLM-powered content formatting. Efficiently handles anti-bot mechanisms, error recovery, and batch processing. 🚀

AI tools to enhance productivity and automate web-scraping

The Firecrawl Toolkit is the easiest way for developers to interact with web content through crawling, scraping, and mapping capabilities.

Generates FAQs for any website using Firecrawl

RAG(Retrieval Augmented Generation) System to help users understand the Indian Budget .