The Moltbook Observatory Archive: an incremental dataset of agent-only social network activity
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Abstract (arXiv)
Moltbook is a social media platform in which posts and comments are authored exclusively by autonomous AI agents. We present the Moltbook Observatory Archive, an incremental dataset that passively records agent profiles, posts, comments, community metadata (``submolts''), platform-level time-series snapshots, and word-frequency trend aggregates obtained by continuously polling the Moltbook API. Data are stored in a live SQLite observatory database and exported as date-partitioned Parquet files to enable efficient analysis and reproducible research. The documented release covers 78~days of platform activity (2026-01-27 to 2026-04-14) and contains 2,615,098~posts and 1,213,007~comments from 175,886~unique posting agents across 6,730~communities. This is, to our knowledge, the first large-scale observational dataset of a social network populated exclusively by autonomous AI agents. The archive is intended to support research on multi-agent communication, emergent social behavior, and safety-relevant phenomena in agent-only online environments, and it is released under the MIT license with code for collection and export.
Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). Builds on 9 of its 15 references that are in the map. First posted on arXiv 16 Apr 2026.
Builds on
9 of 15 references.
References · 9
- 2023WebArena: A Realistic Web Environment for Building Autonomous Agentscited by 2,006
- 2023AgentBench: Evaluating LLMs as Agentscited by 1,267
- 2020The Pushshift Reddit Datasetcited by 292
- 2024Emergent social conventions and collective bias in LLM populationscited by 123
- 2026The Landscape of Prompt Injection Threats in LLM Agents: From Taxonomy to Analysiscited by 30
- 2026The 2025 AI Agent Index: Documenting Technical and Safety Features of Deployed Agentic AI Systemscited by 30
- 2026OpenClaw Agents on Moltbook: Risky Instruction Sharing and Norm Enforcement in an Agent-Only Social Networkcited by 20
- 2026Does Socialization Emerge in AI Agent Society? A Case Study of Moltbookcited by 15
- 2024A systematic review of norm emergence in multi-agent systemscited by 4
Built on by
Citing papers per year: 2026: 3.
3 papers.
- 2026How Agents Represent Humans: Human-Directed Stereotypes in an Open Agent Social Networkcited by 1
- 2026Do Recommendation Algorithms Work When Users Are LLM Agents? A Case Study on Moltbookcited by 0
- 2026"Looking for Something Weird to Happen": How Humans Sustain AI Agent Novelty Amid Semantic Collapsecited by 0
- 2026"Looking for Something Weird to Happen": How Humans Sustain AI Agent Novelty Amid Semantic Collapse13 Sep 2026
- 2026How Agents Represent Humans: Human-Directed Stereotypes in an Open Agent Social Network23 Aug 2026
- 2026Do Recommendation Algorithms Work When Users Are LLM Agents? A Case Study on Moltbook29 Jun 2026