From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review
Paper
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2504.19678
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Published
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3
MCP
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Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions
Paper • 2503.23278 • Published • 1 -
MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
Paper • 2508.20453 • Published • 63 -
MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers
Paper • 2508.14704 • Published • 43 -
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools
Paper • 2509.09734 • Published • 15 -
A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP)
Paper • 2505.02279 • Published • 1 -
MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models
Paper • 2507.12806 • Published • 20