Artificial Intelligence · Computer Science
LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools?
Guozhao Mo, Wenliang Zhong, Jiawei Chen, Qianhao Yuan +6
2026-02-27
Software Engineering · Computer Science
MCP-Atlas: A Large-Scale Benchmark for Tool-Use Competency with Real MCP Servers
Chaithanya Bandi, Razvan-Gabriel Dumitru, Ben Hertzberg, Divyansh Agarwal +19
2026-05-21
Computation and Language · Computer Science
LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries
Ming Yin, Dinghan Shen, Silei Xu, Sixun Dong +10
2026-05-26
Computer Vision and Pattern Recognition · Computer Science
OSWorld-MCP: Benchmarking MCP Tool Invocation In Computer-Use Agents
Hongrui Jia, Jitong Liao, Xi Zhang, Haiyang Xu +6
2025-11-12
Logic in Computer Science · Computer Science
MiniF2F in Rocq: Automatic Translation Between Proof Assistants -- A Case Study
Jules Viennot, Guillaume Baudart, Emilio Jesùs Gallego Arias, Marc Lelarge
2025-11-25
Artificial Intelligence · Computer Science
MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools
Wenhao Wang, Peizhi Niu, Zhao Xu, Zhaoyu Chen +7
2026-04-17
Software Engineering · Computer Science
IndustriConnect: MCP Adapters and Mock-First Evaluation for AI-Assisted Industrial Operations
Melwin Xavier, Melveena Jolly, Vaisakh M A, Midhun Xavier
2026-03-27
Artificial Intelligence · Computer Science
ComplexMCP: Evaluation of LLM Agents in Dynamic, Interdependent, and Large-Scale Tool Sandbox
Yuanyang Li, Xue Yang, Longyue Wang, Weihua Luo +1
2026-05-21
Computation and Language · Computer Science
MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
Zhenting Wang, Qi Chang, Hemani Patel, Shashank Biju +7
2025-08-29
Cryptography and Security · Computer Science
A First Measurement Study on Authentication Security in Real-World Remote MCP Servers
Huijun Zhou, Xiaohan Zhang, Haozhe Zhang, Haoyang Zhang +2
2026-05-22
Artificial Intelligence · Computer Science
Help or Hurdle? Rethinking Model Context Protocol-Augmented Large Language Models
Wei Song, Haonan Zhong, Ziqi Ding, Jingling Xue +1
2025-08-19
Artificial Intelligence · Computer Science
MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration
Yakun Zhu, Yutong Huang, Shengqian Qin, Zhongzhen Huang +2
2026-02-02
Systems and Control · Electrical Eng. & Systems
Agentic AI for Scalable and Robust Optical Systems Control
Zehao Wang, Mingzhe Han, Wei Cheng, Yue-Kai Huang +11
2026-02-24
Computation and Language · Computer Science
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools
Zikang Guo, Benfeng Xu, Chiwei Zhu, Wentao Hong +2
2025-09-15
Distributed, Parallel, and Cluster Computing · Computer Science
IoT-MCP: Bridging LLMs and IoT Systems Through Model Context Protocol
Ningyuan Yang, Guanliang Lyu, Mingchen Ma, Yiyi Lu +6
2025-10-03
Systems and Control · Computer Science
PID2018 Benchmark Challenge: Model Predictive Control With Conditional Integral Control Using A General Purpose Optimal Control Problem Solver - RIOTS
Sina Dehghan, Tiebiao Zhao, Yang Zhao, Jie Yuan +2
2018-06-07
Distributed, Parallel, and Cluster Computing · Computer Science
Experiences with Model Context Protocol Servers for Science and High Performance Computing
Haochen Pan, Ryan Chard, Reid Mello, Christopher Grams +11
2025-08-27
Cryptography and Security · Computer Science
Model Context Protocol for Vision Systems: Audit, Security, and Protocol Extensions
Aditi Tiwari, Akshit Bhalla, Darshan Prasad
2025-09-30
Artificial Intelligence · Computer Science
EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings
Shiva Krishna Reddy Malay, Shravan Nayak, Jishnu Sethumadhavan Nair, Sagar Davasam +5
2026-03-17