Anemoi: A Semi-Centralized Multi-agent System Based on Agent-to-Agent Communication MCP server from Coral Protocol

Language models are few-shot learners

Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al · 2020

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Whisper: Robust speech recognition via large-scale weak supervision (github repository), 2022

OpenAI · 2022

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Camel: Communicative agents for" mind" exploration of large language model society

Guohao Li, Hasan Hammoud, Hani Itani, Dmitrii Khizbullin, and Bernard Ghanem · 2023

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Gaia: a benchmark for general ai assistants

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Magentic-one: A generalist multi-agent system for solving complex tasks

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Adam Fourney, Gagan Bansal, Hussein Mozannar, Cheng Tan, Eduardo Salinas, Erkang Zhu, Friederike Niedtner, Grace Proebsting, Griffin Bassman, Jack Gerrits, Jacob Alber, Peter Chang, Ricky Loynd, Robert West, Victor Dibia, Ahmed Awadallah, Ece Kamar, Rafah Hosn, and Saleema Amershi · 2024

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Autokaggle: A multi-agent framework for autonomous data science competitions

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Ziming Li, Qianbo Zang, David Ma, Jiawei Guo, Tuney Zheng, Minghao Liu, Xinyao Niu, Yue Wang, Jian Yang, Jiaheng Liu, et al · 2024

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Os-copilot: Towards generalist computer agents with self-improvement

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Zhiyong Wu, Chengcheng Han, Zichen Ding, Zhenmin Weng, Zhoumianze Liu, Shunyu Yao, Tao Yu, and Lingpeng Kong · 2024

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Introducing the model context protocol, November 25 2024

Anthropic · 2025

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Tianqing Fang, Zhisong Zhang, Xiaoyang Wang, Rui Wang, Can Qin, Yuxuan Wan, Jun-Yu Ma, Ce Zhang, Jiaqi Chen, Xiyun Li, et al · 2025

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Coral protocol: Open infrastructure connecting the internet of agents

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Roman J. Georgio, Caelum Forder, Suman Deb, Andri Rahimov, Peter Carroll, and Önder Gürcan · 2025

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Owl: Optimized workforce learning for general multi-agent assistance in real-world task automation

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Mengkang Hu, Yuhang Zhou, Wendong Fan, Yuzhou Nie, Bowei Xia, Tao Sun, Ziyu Ye, Zhaoxuan Jin, Yingru Li, Qiguang Chen, et al · 2025

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Can ai automatically analyze public opinion? a llm agents-based agentic pipeline for timely public opinion analysis

Simugen: Multi-modal agentic framework for constructing block diagram-based simulation models

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Xinxing Ren, Qianbo Zang, and Zekun Guo · 2025

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'smolagents': A smol library to build great agentic systems, 2025

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Taskcraft: Automated generation of agentic tasks

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Dingfeng Shi, Jingyi Cao, Qianben Chen, Weichen Sun, Weizhen Li, Hongxuan Lu, Fangchen Dong, Tianrui Qin, King Zhu, Minghao Liu, et al · 2025

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Agent kb: Leveraging cross-domain experience for agentic problem solving

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Xiangru Tang, Tianrui Qin, Tianhao Peng, Ziyang Zhou, Daniel Shao, Tingting Du, Xinming Wei, Peng Xia, Fang Wu, He Zhu, et al · 2025

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The rise and potential of large language model based agents: A survey