Product Overview - Circle 推出了 AI 聊天机器人和 MCP 服务器，旨在加速 Circle 产品的集成 [1] - 该工具能够快速集成 USDC, CCTP, Gateway, Wallets 和 Contracts [2] - 该工具使用 Circle 的 API、SDK 元数据和文档，以确保准确性和可靠的输出 [2] Development Efficiency - 开发者可以使用 AI 快速生成集成 Circle 产品的代码 [1] - 该方案旨在加速从想法到链上集成再到生产的整个过程 [2] - 开发者可以在浏览器或 IDE 中直接创建代码，例如 @cursor_ai [1]

You can now deploy any ML model, RAG, or Agent as an MCP server.And it takes just 10 lines of code.Here's a breakdown, with code (100% private): ...

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]

MCP Overview - The document introduces the concept of building an MCP (Metaverse Content Platform) server locally [1][2][3] - The author seeks opinions and perspectives on MCP and its future development [1] Technical Implementation - The document references a thread explaining how to build an MCP server locally [1][2]

MCP标准与架构 - MCP (Message Communication Protocol) 旨在标准化 Agent 与 Tool 之间的通信 [1] - 行业正在构建一个完全本地化的 MCP 服务器 [1] - 该服务器将与 Claude Desktop 集成 [1] 技术实现 - 重点在于本地 MCP 服务器的构建 [1] - 涉及浏览器 MCP 服务器与 Claude Desktop 的集成 [1]

Project Goal - The project aims to build an MCP server 100% locally [1]