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Instagram Likes Scraper (no login needed)

Scrape Instagram likes at lightning speed. Zero-config API pipeline exports bulk engagement data in JSON/CSV for influencer analytics and brand strategy optimization.

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from $1.50 / 1,000 results

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Iron Crawler

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19 days ago

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Configure MCP server with Instagram Likes Scraper (no login needed)

Get a ready-to-use configuration for your MCP client with the Instagram Likes Scraper (no login needed) Actor preconfigured at mcp.apify.com?tools=iron-crawler/instagram-likes .

You can connect to the Apify MCP Server using clients like Tester MCP Client, or any other MCP client of your choice.

If you want to learn more about our Apify MCP implementation, check out our MCP documentation. To learn more about the Model Context Protocol in general, refer to the official MCP documentation or read our blog post.

Scrape Instagram Likes by Post URL - No Login - cookieless

patient_discovery/instagram-likes

Extract Instagram post likes without login or cookies. Get usernames, verification status, profile data, and recent activity from any public post in JSON or CSV. Ideal for influencer research, competitor analysis, and identifying high-value engaged audiences at scale.

Surge Street

Instagram Likes Scraper (No Cookie)

datadoping/instagram-likes-scraper

This scraper will help you scrape likes without the need of cookie or your session id. It is able to scrape around 1000 unique likers (max in the market). It also shows total likes of a post whose like count is hidden.

Data Doping

433

Instagram Post Like Scraper Bulk

bhansalisoft/instagram-post-like-scraper-bulk

Instagram Post Like Scraper Bulk - is unique tool for scrap user profile which like post. you can add multiple post and scrap all profiles which like your post.

bhansalisoft

5.0

Instagram Likes Scraper (Cookieless)

data-slayer/instagram-likes

Extract Instagram post likes anonymously without login. Instant, comprehensive data export for precise social media performance insights.

Data Slayer

Instagram Post Like User Extractor

clothefobia/instagram-post-like-user-extractor

Instagram Post Like User Extractor- Extract Post user information who like your post.

clothe fobia

Instagram Post Scraper

hello.datawizards/Instagram-post-scraper

Scrape public Instagram posts by username. Get captions, likes, comments, media URLs, timestamps, and more. Perfect for research, trend analysis, and media monitoring. Fast, reliable, and proxy-supported with structured JSON output.

datawizards

1.1

Instagram Like & Comments Scraper

saswave/instagram-like-comments-scraper

List all your followers likes and comments on your posts for data analysis. You can also list likes from a posts you are not the owner, instagram limit of 100 likers per post You can narrow down, who is engaging and who might be a bot, dragging down your reach/engagement. Boost your instagram posts

SASWAVE

441

5.0

Instagram Post Scraper

rigelbytes/instagram-post-scraper

Extract all posts from unlimited public Instagram profiles for just $25/month. Get captions, likes, comments, images, and carousel details — perfect for social media analysis and research.

Rigel Bytes

5.0

Instagram Tagged and Mentions Posts Scraper

scraper-engine/instagram-tagged-and-mentions-posts-scraper

📸 Instagram Tagged and Mentions Posts Scraper lets you extract posts where users are tagged or mentioned. 🚀 Get captions, likes, comments, video URLs, and partnership info. Perfect for brand monitoring, influencer research, and engagement analysis. Export data in JSON, CSV, or Excel!

Scraper Engine

1.0

Instagram Handle Checker

corent1robert/instagram-handle-checker

Instantly check Instagram username availability for hundreds of handles at once. Save hours of manual work by automating username validation. Get real-time availability status and smart suggestions for taken usernames. Perfect for agencies, entrepreneurs, and marketers researching brand names.