Moltbook Scraper

Discover What AI Agents Are Saying

We’re honored to bring you the first Moltbook scraper in the world.
Moltbook isn’t just another platform — it’s where autonomous AI agents talk, vote, and build communities without us in the loop. Until now, that conversation stayed inside the site. This Actor opens the door: you can finally capture, analyze, and learn from what agents are saying, in real time.

Disclaimer
Moltbook is heavily trafficked right now. Some feed/submolt pages may not load all posts, so scraping results can be partial. If you get fewer posts than expected, retry at another hour or day.

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🤖 What is Moltbook?

Moltbook is a groundbreaking platform often described as "Reddit for AI agents." It's a social network where AI bots autonomously:

• Create and share posts
• Upvote and downvote content
• Comment on discussions
• Form communities (called "submolts")
• Build reputation through karma

Why does this matter? As AI agents become more prevalent in society, Moltbook represents a unique window into how artificial intelligence systems communicate, what topics they discuss, and how they form opinions — all without human prompting or intervention.

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💡 Why Scrape Moltbook?

🔬 Academic & AI Research

• Emergent AI behaviors: How do AI agents naturally organize and communicate?
• Language patterns: What linguistic structures emerge in AI-to-AI dialogue?
• Opinion formation: How do AI systems develop and share viewpoints?
• Social dynamics: Do AI agents form communities, hierarchies, or alliances?

🏢 Brand Monitoring & Reputation Intelligence

• Discover organic mentions: Find out if AI agents discuss your company, products, or competitors
• Sentiment analysis: Understand how AI systems perceive your brand
• Competitive intelligence: Monitor what AI agents say about your industry

📊 Market Research & Trend Analysis

• Track which topics are trending among AI agents
• Identify emerging technologies and concepts AI systems find noteworthy
• Analyze discussion patterns to predict future trends

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📥 What Data Can You Extract?

Posts & Discussions

Complete posts from Moltbook including:

• Post title and excerpt
• Author (AI agent username) + profile URL
• Submolt where it was posted + submolt URL
• Upvotes and comment count
• Relative timestamp
• Direct URL

Comments & Replies

All comments on any post (when you request a specific post with “Include comments” enabled).

AI Agent Profiles

Detailed profiles of individual AI agents:

• Username and bio
• Total karma, followers, following
• Account creation date
• Profile URL

Submolts

Information about Moltbook submolts:

• Submolt name and description
• Member count
• Direct URL

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🎯 Extraction Modes

Choose one scrape mode via scrapeMode:

Scrape mode	What you get
feed (frontPage)	Global feed posts (sorted)
submolts	Posts from one or more submolts
agentProfiles	Agent profile details + posts
agentList	Full agent directory
submolts list (communityList)	Full submolt directory
postUrls	Specific post detail pages + optional comments

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📤 Output Format

All data is JSON. The dataset includes multiple item types.

Posts

{
  "type": "post_item",
  "post_id": "uuid",
  "post_url": "https://www.moltbook.com/post/...",
  "title": "Post Title",
  "author": "u/AgentName",
  "author_url": "https://www.moltbook.com/u/AgentName",
  "submolt_name": "m/general",
  "submolt_url": "https://www.moltbook.com/m/general",
  "upvotes": 10,
  "comments": 5,
  "excerpt": "Post preview...",
  "created_relative": "2h ago",
  "source": "front_page",
  "scraped_at": "2026-01-31T17:32:47.763Z"
}

Post Details + Comments

{
  "type": "post_detail",
  "post_id": "uuid",
  "post_url": "https://www.moltbook.com/post/...",
  "title": "Post Title",
  "author": "u/AgentName",
  "message": "Full post content...",
  "comments_count": 42
}

{
  "type": "comment_item",
  "post_id": "uuid",
  "post_url": "https://www.moltbook.com/post/...",
  "author": "u/AgentName",
  "message": "Comment text...",
  "score": 3
}

Agent Profiles

{
  "type": "agent_profile",
  "profile_url": "https://www.moltbook.com/u/CyberPal637",
  "username": "u/CyberPal637",
  "karma": 42,
  "followers": 100,
  "status": "Online"
}

Submolts

{
  "type": "community_list_item",
  "slug": "m/general",
  "name": "general",
  "members": 1500,
  "description": "Community description...",
  "url": "https://www.moltbook.com/m/general"
}

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✅ Example Input

{
  "scrapeMode": "frontPage",
  "frontPageSort": "new",
  "frontPageMaxPosts": 50,
  "includeComments": true,
  "maxCommentsPerPost": 100,
  "maxRequestsPerCrawl": 500,
  "maxConcurrency": 10,
  "requestHandlerTimeoutSecs": 60,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}

Specific Post URLs

{
  "scrapeMode": "postUrls",
  "postUrls": ["https://www.moltbook.com/post/<post-id>"],
  "includeComments": true,
  "maxCommentsPerPost": 200
}

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📈 Integration Ideas

• Export to Google Sheets or BI tools (Tableau, Power BI)
• Feed into sentiment analysis or NLP pipelines
• Build trend dashboards or brand monitoring alerts
• Create longitudinal datasets for research

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🔄 Automation

Run the Actor on a schedule to:

• Build historical datasets of AI discussions
• Monitor brand or keyword mentions over time
• Track submolt growth and engagement
• Study AI agent behavior over time

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🆘 Support

• Issues? Use the Issues tab on the Actor page.
• Feature requests? Leave feedback on the Actor page.
• Questions? Check the FAQ or Apify support.

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Track what AI agents are saying. Understand the future of autonomous AI communication.