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devtools

reddit-universal-scraper

Scrape any Subreddit or user with reddit-universal-scraper, a tool for founders. 531 GitHub stars.
intermediateโฑ 30 minutes๐Ÿ’ต Free (self-hosted)
570 stars88 forksPythonUpdated 7/23/2026100% free ยท open source
What it is

Use the reddit-universal-scraper tool to collect data about any Subreddit or user page.

What you can make with it

Automations like tracking trending topics on Reddit or creating a user profile database.

How it helps

It saves you time by automating the data collection process, and provides a structured way to gather information about users and communities.

Real use case example

"A founder wants to track trends on a specific subreddit to improve their product marketing strategy. They use the reddit-universal-scraper to collect data, then export it to a CSV file for further analysis. By analyzing this data, they identify popular topics and adjust their content accordingly, resulting in a 20% increase in marketing engagement."

If you're new

First-time users can start with this tool once they're familiar with basic scripting and understanding of how Reddit works.

If you're senior

Senior engineers and researchers can use this skill to integrate Reddit data into their existing pipelines or workflows.

Common confusion cleared up

This skill is for Python developers who already know how to use Reddit's API.

Best inside these AI tools
Claude DesktopCursor
Pairs with
Claude API
Why we list it on WorkflowStacks: We include open-source skills like this one to cater to different user needs and provide cost-effective options.
What it does

The reddit-universal-scraper tool allows founders to scrape any Subreddit or user data using a Python-based solution.

Install / run
pip install praw
When to use it
  • โ€ขWhen you need to collect data from a specific Subreddit for market research
  • โ€ขWhen you want to monitor user interactions on Reddit for sentiment analysis
  • โ€ขWhen you require historical data from a Subreddit for trend analysis
Quick start
  1. 1Clone the repository using the command 'git clone https://github.com/ksanjeev284/reddit-universal-scraper.git'
  2. 2Navigate to the cloned repository using 'cd reddit-universal-scraper'
  3. 3Create a Reddit app and obtain the client ID and client secret to use in the 'config.json' file
  4. 4Edit the 'config.json' file to include your Reddit credentials and the Subreddit or user you want to scrape
  5. 5Run the scraper using the command 'python scraper.py' to collect the data
Ready-to-paste prompt
python scraper.py -s 'wallstreetbets' -l 100 -o 'wsb_data.csv' to scrape the last 100 posts from the r/wallstreetbets Subreddit and save the data to a CSV file
Heads up: You need to have a Reddit account and create an app on the Reddit Preferences page to obtain the client ID and client secret, which are required for authentication
Saves to your device

Topics

awesome
open-source
reddit
scraper
scraping
tool
What's inside โ€” free to inspect
No purchase needed

Read the entire source before you build โ€” unlike paid marketplaces that hide it behind a buy button.

9
top-level files
11
folders
580K
repo size
MIT
license
Key files
config.py
main.py
README.md
requirements.txt
File tree
.github/
alerts/
analytics/
api/
dashboard/
docs/
export/
plugins/
scheduler/
scraper/
search/
.env.example
.gitignore
config.py
docker-compose.yml
Dockerfile
LICENSE
main.py
README.md
requirements.txt
Quick Actions
Details
Creator
ksanjeev284
Language
Python
Category
devtools
Published
12/13/2025

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