Design and implementation of a Model Context Protocol (MCP) for Context-Aware AI Agents

  • Unique Paper ID: 189304
  • Volume: 12
  • Issue: 7
  • PageNo: 7846-7854
  • Abstract:
  • Context-aware AI agents can perceive and react to their environment by understanding the context in which they operate. This paper explores the Model Context Protocol (MCP), a framework designed to manage and share contextual information among intelligent agents. It discusses the architecture and implementation of MCP, focusing on context acquisition, processing, and real-time updates. The paper highlights its applications in smart environments, autonomous systems, and healthcare, demonstrating how MCP enhances the adaptability and efficiency of AI systems. Finally, it outlines future research directions for improving MCP integration with emerging AI technologies in dynamic real-world settings.

Copyright & License

Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{189304,
        author = {Krishna Gor and Ms Hardika Meghani},
        title = {Design and implementation of a Model Context Protocol (MCP) for Context-Aware AI Agents},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {12},
        number = {7},
        pages = {7846-7854},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=189304},
        abstract = {Context-aware AI agents can perceive and react to their environment by understanding the context in which they operate. This paper explores the Model Context Protocol (MCP), a framework designed to manage and share contextual information among intelligent agents. It discusses the architecture and implementation of MCP, focusing on context acquisition, processing, and real-time updates. The paper highlights its applications in smart environments, autonomous systems, and healthcare, demonstrating how MCP enhances the adaptability and efficiency of AI systems. Finally, it outlines future research directions for improving MCP integration with emerging AI technologies in dynamic real-world settings.},
        keywords = {Context-Aware AI, Model Context Protocol (MCP), Context Management, Intelligent Agents, Context Representation, Real-Time Context Updates, Autonomous Systems, Smart Environments, Contextual Data Sharing, AI Communication Protocols.},
        month = {December},
        }

Cite This Article

Gor, K., & Meghani, M. H. (2025). Design and implementation of a Model Context Protocol (MCP) for Context-Aware AI Agents. International Journal of Innovative Research in Technology (IJIRT), 12(7), 7846–7854.

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