Tag:mcp

All the articles with the tag "mcp".

• Dungeons, Dragons, and Data: Building an MCP-Powered Knowledge Navigator

  Posted on:March 15, 2025 |  at 11:52 AM

  The Model Context Protocol (MCP) represents a significant shift in how we're approaching AI architecture—moving beyond the endless "my model hallucinates less than yours" debates toward practical systems that acknowledge AI limitations. Unlike RAG, which excels with large static datasets but remains inherently limited to its indexed information, MCP establishes a dynamic two-way communication channel for accessing fresh, real-time data when needed. My weekend experiment hooking Claude to the D&D API demonstrated how this client-server architecture creates clean separation between LLM logic and data sources, allowing developers to add or swap components without rebuilding their entire application. Think of it as HTTP for AI—a standardized protocol that frees us from custom integration work while opening fascinating possibilities beyond mere information retrieval, like controlling creative tools such as Blender or game engines. It's the architectural pattern that separates genuinely useful AI applications from impressive but ultimately limited demos.