Cover Image

A Measurement Study of Model Context Protocol Ecosystem

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Guo, Hechuan, Hao, Yongle, Zhang, Yue, Xu, Minghui, Lv, Peizhuo, Chen, Jiezhi, Cheng, Xiuzhen
Format:	Preprint
Published:	2025
Subjects:	Computers and Society Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

What Breaks Embodied AI Security:LLM Vulnerabilities, CPS Flaws,or Something Else?
by: Ma, Boyang, et al.
Published: (2026)

We Urgently Need Privilege Management in MCP: A Measurement of API Usage in MCP Ecosystems
by: Li, Zhihao, et al.
Published: (2025)

Can Large Language Models Be Trusted Paper Reviewers? A Feasibility Study
by: Li, Chuanlei, et al.
Published: (2025)

The ATOM Report: Measuring the Open Language Model Ecosystem
by: Lambert, Nathan, et al.
Published: (2026)

LOKA Protocol: A Decentralized Framework for Trustworthy and Ethical AI Agent Ecosystems
by: Ranjan, Rajesh, et al.
Published: (2025)

PIR-DSN: A Decentralized Storage Network Supporting Private Information Retrieval
by: Zhang, Jiahao, et al.
Published: (2025)

Economies of Open Intelligence: Tracing Power & Participation in the Model Ecosystem
by: Longpre, Shayne, et al.
Published: (2025)

InterveneBench: Benchmarking LLMs for Intervention Reasoning and Causal Study Design in Real Social Systems
by: Shi, Shaojie, et al.
Published: (2026)

Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems
by: Gao, Weibo, et al.
Published: (2025)

Integrating A.I. in Higher Education: Protocol for a Pilot Study with 'SAMCares: An Adaptive Learning Hub'
by: Faruqui, Syed Hasib Akhter, et al.
Published: (2024)

Building an Ethical and Trustworthy Biomedical AI Ecosystem for the Translational and Clinical Integration of Foundational Models
by: Baradwaj, Simha Sankar, et al.
Published: (2024)

Measuring and Mitigating Bias in Code Generated by Large Language Models
by: Chen, Yuxi, et al.
Published: (2026)

VMID: A Multimodal Fusion LLM Framework for Detecting and Identifying Misinformation of Short Videos
by: Zhong, Weihao, et al.
Published: (2024)

The Role of Computing Resources in Publishing Foundation Model Research
by: Hao, Yuexing, et al.
Published: (2025)

Ecosystem Graphs: The Social Footprint of Foundation Models
by: Bommasani, Rishi, et al.
Published: (2023)

Safety Evaluation and Enhancement of DeepSeek Models in Chinese Contexts
by: Zhang, Wenjing, et al.
Published: (2025)

Resurrecting Socrates in the Age of AI: A Study Protocol for Evaluating a Socratic Tutor to Support Research Question Development in Higher Education
by: Degen, Ben
Published: (2025)

From Individuals to Interactions: Benchmarking Gender Bias in Multimodal Large Language Models from the Lens of Social Relationship
by: Xu, Yue, et al.
Published: (2025)

Unmasking and Improving Data Credibility: A Study with Datasets for Training Harmless Language Models
by: Zhu, Zhaowei, et al.
Published: (2023)

Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects
by: Schwartz, Reva, et al.
Published: (2025)

Empowering Agrifood System with Artificial Intelligence: A Survey of the Progress, Challenges and Opportunities
by: Chen, Tao, et al.
Published: (2023)

Advancing Towards a Marine Digital Twin Platform: Modeling the Mar Menor Coastal Lagoon Ecosystem in the South Western Mediterranean
by: Ye, Yu, et al.
Published: (2024)

AI Cartography: Mapping the Latent Landscape of AI Benchmark Ecosystems
by: Hardy, Michael, et al.
Published: (2026)

AnthroScore: A Computational Linguistic Measure of Anthropomorphism
by: Cheng, Myra, et al.
Published: (2024)

Data Flows and Colonial Regimes in Africa: A Critical Analysis of the Colonial Futurities Embedded in AI Ecosystems
by: A, Ndaka., et al.
Published: (2025)

Building Resilient Information Ecosystems: Large LLM-Generated Dataset of Persuasion Attacks
by: Kao, Hsien-Te, et al.
Published: (2025)

Benchmarking Large Language Models on Homework Assessment in Circuit Analysis
by: Chen, Liangliang, et al.
Published: (2025)

Generative Organizational Behavior Simulation using Large Language Model based Autonomous Agents: A Holacracy Perspective
by: Zhu, Chen, et al.
Published: (2024)

Be More Real: Travel Diary Generation Using LLM Agents and Individual Profiles
by: Li, Xuchuan, et al.
Published: (2024)

Measuring Political Stance and Consistency in Large Language Models
by: Alali, Salah Feras, et al.
Published: (2026)

Can Large Language Models Simulate Human Responses? A Case Study of Stated Preference Experiments in the Context of Heating-related Choices
by: Wang, Han, et al.
Published: (2025)

Toward Safe and Responsible AI Agents: A Three-Pillar Model for Transparency, Accountability, and Trustworthiness
by: Cheng, Edward C., et al.
Published: (2026)

Large Language Models Leverage External Knowledge to Extend Clinical Insight Beyond Language Boundaries
by: Wu, Jiageng, et al.
Published: (2023)

Assessing the Pedagogical Readiness of Large Language Models as AI Tutors in Low-Resource Contexts: A Case Study of Nepal's K-10 Curriculum
by: Acharya, Pratyush, et al.
Published: (2026)

Towards Measuring and Modeling "Culture" in LLMs: A Survey
by: Adilazuarda, Muhammad Farid, et al.
Published: (2024)

HumT DumT: Measuring and controlling human-like language in LLMs
by: Cheng, Myra, et al.
Published: (2025)

Optimizing Student Ability Assessment: A Hierarchy Constraint-Aware Cognitive Diagnosis Framework for Educational Contexts
by: Sun, Xinjie, et al.
Published: (2024)

Measuring Google AI Overviews: Activation, Source Quality, Claim Fidelity, and Publisher Impact
by: Xu, Haofei, et al.
Published: (2026)

AI-based Approach in Early Warning Systems: Focus on Emergency Communication Ecosystem and Citizen Participation in Nordic Countries
by: Shaik, Fuzel, et al.
Published: (2025)

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs
by: Liu, Zixin, et al.
Published: (2024)