Scrape Facebook public pages without an API key

Fetch user's data across social media

Facebook Post Scraper 🕵️🖱️

Facebook Group Members Extractor. Download Facebook group members in CSV.

Scrapes facebook's pages front end with no limitations & provides a feature to turn data into structured JSON or CSV

MCP server for scraping LinkedIn, Facebook, Instagram profiles and Google search.

Multi-threaded Facebook scraper for social analytics of public and owned pages

Facebook crawler program can collect post data within a certain period of time, such as number of likes, number of comments, number of shares and other reaction data. You do not need to pay any fees like other crawler websites.

FBLYZE is a Facebook scraping system and analysis system.

Free Facebook pages MetaData Scraping Library - Unlimited Calls

Modern CLI tool for scraping & analyzing Facebook groups using Playwright & Gemini AI. Features self-healing selectors, session security, and local offline analysis.

Facebook Page and Group's Post Scraper is a script for gathering data using Facebook's Graph API

[Python, Typescript] Instagram Automation Post Feed and Story, Integrate Data from Facebook Group and Page

Simple Facebook Scraper

Web scraping python script to convert a list of Facebook events pages into a ical calendar.

A powerful Python scraper for extracting posts, comments, and images from Facebook pages, groups, and profiles. Features a PyQt6 GUI, proxy support, automatic retry mechanisms, and JSON export. Built with GraphQL API for efficient data extraction.

Firefox Web Extension to save Facebook posts as images

✅ Python-powered open-source Facebook automation toolkit. Auto-delete posts, manage groups, invite users, decline spam & scrape data. Built with requests & BeautifulSoup. Beginner-friendly. 🤖

This is demo repo to demostrate how to scrape post data from Facebook by Python with library facebook_scraper. And then use Azure Text Analytics to perform sentiment analysis for post text content.