What This Tool Does
This tool helps you see the real connections between people on Instagram — who they follow, who follows them, and who their close circle might be. It shows this in a clear map, so you can easily spot:
- Close friends
- Hidden accounts
- Shared interests
- Where they might live or work
It’s free and simple to use.
GitHub: github.com/XD-MHLOO/Osintgraph
Quick Overview
Find Tool ➜ Connect Instagram ➜ Click to Discover User ➜ See All Their Links in a Social Map
What You Need
- A computer with Python
- A free account on neo4j.com
- Your Instagram login
- Tool from: github.com/XD-MHLOO/Osintgraph
Step-by-Step Recap
| Step | What To Do |
|---|---|
| 1 | Download the tool |
| 2 | Create free map account (neo4j.com) |
| 3 | Set up your connection |
| 4 | Enter someone’s Instagram name |
| 5 | View all their connections |
How to Use It
1. Set It Up
- Download the tool from the GitHub page
- Open your terminal or command window
- Type these one by one:
git clone https://github.com/XD-MHLOO/Osintgraph.git
cd Osintgraph
pip install -r requirements.txt
2. Create a Free Account at This Site
Go to: neo4j.com
Make a free account → Start a project → Download login details
3. Connect Your Instagram and the Map Tool
Type this:
python main.py -setup
This links everything together so the tool can start working.
4. Start Looking at a Person’s Instagram
Type this (replace with real username):
python main.py -discover cool_username
Now you’ll see who they follow, who follows them, and other connected people.
What You Can Learn
This tool doesn’t just collect names — it tells stories.
Close Circle
Shows family, friends, co-workers — even if their profiles are private.
Secret or Fake Accounts
Find hidden profiles they made using the same group of followers.
Where They Might Be
If they follow local cafes, gyms, or schools — you get a clue about their city or area.
Hobbies and Interests
Do they follow music pages? Sports teams? Career pages? You’ll see what they love.
Shared Friends Between Two People
Compare two profiles and see if they know the same people.
Best Ways to Use It
- Spot if two people know each other
- See who’s connected in a group
- Look for fake or second accounts
- Find people with strong influence or many links
- Understand someone’s habits or lifestyle
Good To Know Before You Use
- Use a real Instagram account (not a new or fake one)
- Don’t use VPNs — it might block access
- Use the account normally before starting (like photos, watch stories)
- Don’t run it non-stop for hours — take breaks
- Don’t do anything else with the account while using the tool
Extra Tips
If you want to go deeper, you can:
- Search for common friends between two people
- Find who is followed by everyone in a group
- Spot people with the most links in a network
These tricks help you understand who’s really important in someone’s online world.
Final Note
Instead of opening one profile at a time, this tool helps you see the full picture — who they know, what they like, and how they’re linked to others.
Simple, visual, and smart.
!