mlsanityData to 14 Oct 2026

ACPs: Agent Collaboration Protocols for the Internet of Agents

arXiv 2505.13523 ↗First posted 18 May 2025cs.MA cs.AIcited by 6

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Abstract (arXiv)

With the rapid advancement of artificial intelligence, the proliferation of autonomous agents has introduced new challenges in interoperability, scalability, and coordination. The Internet of Agents (IoA) aims to interconnect heterogeneous agents through standardized communication protocols, enabling seamless collaboration and intelligent task execution. However, existing agent communication protocols such as MCP, A2A, and ANP remain fragmented and scenario-specific. To address this gap, we propose Agent Collaboration Protocols (ACPs), a comprehensive protocol suite for the IoA. ACPs include registration, discovery, interaction, and tooling protocols to support trustable access, capability orchestration, and workflow construction. We present the architecture, key technologies, and application workflows of ACPs, and demonstrate its effectiveness in a collaborative restaurant booking scenario. ACPs lay the foundation for building a secure, open, and scalable agent internet infrastructure.

Key facts. Cited by 6 papers in the map (data through 14 Oct 2026). Builds on 8 of its 16 references that are in the map. First posted on arXiv 18 May 2025.

Builds on

8 of 16 references.

References · 8

  1. 2024Large Language Model based Multi-Agents: A Survey of Progress and Challengescited by 769
  2. 2025AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challengescited by 169
  3. 2025A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP)cited by 101
  4. 2024Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligencecited by 86
  5. 2025A Survey of AI Agent Protocolscited by 81
  6. 2024A Scalable Communication Protocol for Networks of Large Language Modelscited by 45
  7. 2025Internet of Agents: Fundamentals, Applications, and Challengescited by 31
  8. 2024Towards Effective GenAI Multi-Agent Collaboration: Design and Evaluation for Enterprise Applicationscited by 19

Built on by

Cited by year (2026 to 14 Oct)

Citing papers per year: 2025: 2; 2026: 4.

6 papers.

Similar, not cited

Close in wording, no citation either way

  1. 2026Beyond Context Sharing: A Unified Agent Communication Protocol (ACP) for Secure, Federated, and Autonomous Agent-to-Agent (A2A) Orchestration
  2. 2025From Glue-Code to Protocols: A Critical Analysis of A2A and MCP Integration for Scalable Agent Systems
  3. 2026The Internet of Agentic AI: Communication, Coordination, and Collective Intelligence at Scale
  4. 2026Internet of Agentic AI: Incentive-Compatible Distributed Teaming and Workflow
  5. 2025Security Analysis of Agentic AI Communication Protocols: A Comparative Evaluation
  6. 2026Security Threat Modeling for Emerging AI-Agent Protocols: A Comparative Analysis of MCP, A2A, Agora, and ANP
  7. 2025A Layered Protocol Architecture for the Internet of Agents
  8. 2025Agent Network Protocol Technical White Paper