MCP Implementation: OAuth2/PKCE Authentication and Dynamic Skill Expansion
Published:Dec 24, 2025 14:10
•1 min read
•Zenn LLM
Analysis
This article discusses the implementation of MCP (Model Context Protocol) and addresses challenges encountered in real-world deployment. It focuses on solutions related to OAuth2/PKCE authentication and dynamic skill expansion. The author aims to share their experiences and provide insights for others working on MCP implementations. The article highlights the importance of standardized protocols for connecting LLMs with external tools and managing context effectively. It also touches upon the difficulties of context management in traditional LLM workflows and how MCP can potentially alleviate these issues. The author's goal is to contribute to the development and adoption of MCP by sharing practical implementation strategies.
Key Takeaways
- •MCP aims to standardize the connection between LLMs and external tools.
- •OAuth2/PKCE authentication is crucial for secure MCP implementations.
- •Dynamic skill expansion allows LLMs to adapt to new tasks and environments.
Reference
“LLMと外部ツールを標準的なプロトコルで繋ぐというこの技術に、私も大きな期待を持って触れ始めました。”