Reflections

ChatBotKit Reflections Topics for MCP

ChatBotKit is a conversational AI platform that helps you build, train, and deploy AI-powered chatbots and virtual assistants for your business.

Skills Are an Expensive Form of RAGSkills, MCP, and RAG all solve the same problem. Skills just do it with the worst context economics. If smaller models are the future of agents, a skills-first architecture is already a dead end.
MCP Ultimately Leads to Closed GardensThe Model Context Protocol (MCP) promises a more connected Internet, but its implementation may lead to closed ecosystems. This article examines the security flaws in MCP's OAuth integration and concerns about digital gatekeeping among AI platforms, questioning whether true openness can be achieved.
Why GraphQL Beats MCP for Agentic AIExplore why GraphQL is a superior choice for agentic AI over MCP, addressing the tool overload problem, enabling dynamic capability discovery, and ensuring efficient data management for complex systems.
A Simplified Approach to Model Context Protocol ServicesMCP Lite proposes a streamlined, declarative, client-centric approach inspired by AI Plugins to significantly simplify integrating external services into the Model Context Protocol ecosystem, reducing developer overhead.