The brain behind Token Terminal's MCP serverHow a reasoning layer makes 2 petabytes of onchain data accessible through one questionhttps://t.co/Own7MZ1SxF ...

Microsoft.Google.AWS.Everyone's trying to solve the same problem for AI Agents:How to connect your agents to enterprise data without duct-taping a dozen tools together?Your data lives in Postgres, Snowflake, MongoDB, Gmail, etc, scattered across dozens of apps.Your AI logic lives in Python scripts and vector databases.Building manual RAG pipelines with custom connectors for every data source means you're already set up for failure.Here's an open-source project tackling this differently:MindsDB treats AI mod ...

And we're live. Hi everyone. Welcome back to OpenAI Build Hours.I'm Christine. I'm on the startup marketing team and I'm here today with Corey on our developer experience team. >> Thanks Christine.Nice to see everybody. Um I particularly work on chat apps but broadly um on our developer experience team across OpenAI's uh developer platform and tooling. >> So our first topic for this year is apps in Chat GBT.Um this is our first uh build hour of the year and I'm actually really excited that we have students ...

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]