MCP 优势 - MCP 旨在简化 LLM 应用与工具的集成，无需每个 LLM 应用单独编写工具集成 [2] - 行业从 M×N 个集成减少到 M+N 个集成，显著降低了集成复杂度 [2] MCP 应用 - 通过为工具创建 MCP 服务器并将其插入 LLM 应用，实现工具的即插即用 [2]

If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs.Avi Chawla (@_avichawla):The power of MCP explained in one picture!Without MCP:- Every LLM app wrote its own tool integration- M apps & N tools = M×N integrationsWith MCP:- Create an MCP server for your tool and plug it into an LLM app- You go from M×N integrations to M+N integrations https://t.co/usoYtPz6C6 ...

Core Concept of MCP - MCP (Multi-tool Control Plane) aims to reduce the integration complexity between LLM applications and tools [1] - Without MCP, the number of integrations required is M×N, where M is the number of LLM apps and N is the number of tools [1] - With MCP, the number of integrations is reduced to M+N, significantly simplifying the integration process [1] MCP Implementation - The proposed solution involves creating an MCP server for each tool [1] - LLM applications can then plug into the MCP server [1]