Model Comparison - Qwen 3 Coder 在代码正确性方面表现优于 Sonnet 4 [2] - Qwen 3 Coder 在 90% 的案例中胜出 [2] - Claude Sonnet 4 在 10% 的案例中胜出，但正确性评分较低 [2] Evaluation Metrics - DeepEval 用于评估 MCP 服务器的构建 [1]

Model Comparison - The report compares Qwen 3 Coder and Sonnet 4 for code generation [1]

AG-UI Protocol Overview - AG-UI protocol has become the standard for building front-end Agentic apps where Agents are part of the interface [1] - AG-UI defines a common interface between Agents and the UI layer, remaining Agent framework agnostic [2] Key Features of AG-UI - AG-UI enables streaming token-level updates, showing tool progress in real time, sharing mutable state, and pausing for human input [2] - Developers can spin up a full-stack AG-UI app directly from CLI and visualize A2A interactions [2] - Pydantic AI is now AG-UI compatible [2] Development Efficiency - Building AG-UI frontends is now 10x faster with a plug-and-play interface [1][2] - A fully revamped contributor flow is available for developers [2] Agent Connectivity - MCP connects agents to tools, A2A connects agents to other agents, and AG-UI connects agents to users [2]

Agentic Apps Development - AG-UI protocol simplifies front-end Agentic app development, making it 10x easier [1] - AG-UI is becoming the standard for apps where Agents are part of the interface [1] Agent Communication Protocols - MCP connects agents to tools [1] - A2A connects agents to other agents [1]

GitHub repo: https://t.co/FfVx9UU6d3(don't forget to star it ⭐ ) ...

Building front-end Agentic apps just got 10x easier (open-source)!If you're building apps where Agents are part of the interface, not just running in the background, AG-UI protocol has become the standard.For context:- MCP connects agents to tools- A2A connects agents to other agents- AG-UI connects agents to usersIt defines a common interface between Agents and the UI layer.AG-UI itself is Agent framework agnostic, and it lets you:- stream token-level updates- show tool progress in real time- share mutable ...

Open Source LLM Framework - A framework connects any LLM to any MCP server (open-source) [1] - The framework enables building custom MCP Agents without closed-source apps [1] - Compatible with Ollama, LangChain, etc [1] - Allows building 100% local MCP clients [1]

LLM & MCP Integration - A framework enables connecting any LLM to any MCP server [1] - The framework facilitates building custom MCP Agents without relying on closed-source applications [1] - It is compatible with tools like Ollama and LangChain [1] - The framework allows building 100% local MCP clients [1]

GitHub Repo → https://t.co/PWcuwMFvzi(don't forget to star it ⭐ ) ...

Finally, a framework to connect any LLM to any MCP server (open-source).mcp-use lets you connect any LLM to any MCP server & build custom MCP Agents, without using closed-source apps like Cursor/Claude.Compatible with Ollama, LangChain, etc.Build 100% local MCP clients! https://t.co/8rhqh7BUZh ...