A2A MCP News

Latest news, updates, and insights on A2A, MCP, and AI agent protocols.

What Is MemPalace? The AI Memory System by Milla Jovovich That Achieves 100% on LongMemEval
BlogApr 7, 2026

What Is MemPalace? The AI Memory System by Milla Jovovich That Achieves 100% on LongMemEval

MemPalace is an open-source AI memory system by Milla Jovovich and Ben Sigman. It uses a virtual memory palace for lossless, local long-term recall with 100% LongMemEval score. Benchmarks, setup, and features explained.

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What Is Oh My OpenAgent (OMO)? The Multi-Model Agent Harness That Turns OpenCode Into a Full Development Team
BlogApr 7, 2026

What Is Oh My OpenAgent (OMO)? The Multi-Model Agent Harness That Turns OpenCode Into a Full Development Team

Oh My OpenAgent (OMO, formerly oh-my-opencode) is the leading open-source plugin for OpenCode. It adds Sisyphus orchestration, 10+ specialized agents, multi-model routing, and ultrawork automation for complex coding tasks.

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What Is Claw Code? The Open-Source AI Coding Agent Rewriting the Rules in 2026
BlogApr 7, 2026

What Is Claw Code? The Open-Source AI Coding Agent Rewriting the Rules in 2026

Claw Code is the popular open-source clean-room rewrite of Anthropic's Claude Code. Discover its Rust/Python architecture, permission-gated tools, multi-agent features, and how it powers autonomous coding.

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What Is Oh My Codex (OMX)? The Orchestration Layer That Turns OpenAI Codex CLI Into a Multi-Agent Coding Team
BlogApr 7, 2026

What Is Oh My Codex (OMX)? The Orchestration Layer That Turns OpenAI Codex CLI Into a Multi-Agent Coding Team

Oh My Codex (OMX) is the open-source workflow layer for OpenAI Codex CLI. Learn how it adds multi-agent teams, tmux orchestration, persistent memory, hooks, and structured workflows like $team and autopilot.

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Gemini CLI vs Claude Code: 2026 Terminal AI Coding Agents Compared
BlogApr 7, 2026

Gemini CLI vs Claude Code: 2026 Terminal AI Coding Agents Compared

Objective 2026 comparison of Gemini CLI and Claude Code: open-source vs proprietary terminal AI agents. Covers models, speed, code quality, pricing, context windows, and real-world use cases.

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How to Install Gemini CLI on Ubuntu: Complete Step-by-Step Tutorial
BlogApr 7, 2026

How to Install Gemini CLI on Ubuntu: Complete Step-by-Step Tutorial

Step-by-step tutorial to install Google Gemini CLI on Ubuntu. Covers Node.js 20+ setup, npm global install, authentication, verification, and fixing common issues on Ubuntu LTS.

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How to Install Qwen Code CLI: Step-by-Step Tutorial for Terminal AI Coding Agent
BlogApr 7, 2026

How to Install Qwen Code CLI: Step-by-Step Tutorial for Terminal AI Coding Agent

Learn how to install Qwen Code CLI, the open-source AI coding agent for your terminal. Step-by-step instructions for npm, quick install script, Homebrew, and troubleshooting on Windows, macOS, and Linux.

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Gemma 4 是什么?谷歌最强大开源多模态 AI 模型家族详解
BlogApr 7, 2026

Gemma 4 是什么?谷歌最强大开源多模态 AI 模型家族详解

Gemma 4 是谷歌 DeepMind 2026 年 4 月 2 日发布的开源多模态 AI 模型家族,Apache 2.0 许可。包含 E2B、E4B、26B MoE、31B 等变体,支持 256K 上下文、多模态(文本+图像+音频)、代理能力。基准测试领先,适合边缘设备与本地部署。

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What is Gemma 4? Google's Most Capable Open Multimodal AI Model Family Explained
BlogApr 7, 2026

What is Gemma 4? Google's Most Capable Open Multimodal AI Model Family Explained

Gemma 4 is Google DeepMind's latest open-weight multimodal AI model family released April 2, 2026 under Apache 2.0. Learn about its variants (E2B, E4B, 26B MoE, 31B), 256K context, agentic capabilities, benchmarks, and local deployment options.

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What is UI-TARS? ByteDance's Open-Source GUI Agent Outperforming Claude & GPT-4o
BlogApr 6, 2026

What is UI-TARS? ByteDance's Open-Source GUI Agent Outperforming Claude & GPT-4o

Discover UI-TARS: ByteDance's native multimodal GUI agent. Learn how this open-source vision-language model uses screenshots for human-like computer control, outperforming Claude Computer Use and GPT-4o on OSWorld and AndroidWorld benchmarks. (152 characters)

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MCP Toolbox for Databases: The Complete 2026 Guide to AI-Native Database Access
BlogApr 6, 2026

MCP Toolbox for Databases: The Complete 2026 Guide to AI-Native Database Access

Discover MCP Toolbox for Databases — Google's open-source MCP server for instant, secure AI access to Postgres, BigQuery, MySQL, Snowflake and 20+ more. Prebuilt tools, custom YAML tools, and production-grade security.

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MCP Full Form: What is Model Context Protocol and Why It Powers 2026 AI Agents
BlogApr 6, 2026

MCP Full Form: What is Model Context Protocol and Why It Powers 2026 AI Agents

Discover the MCP full form - Model Context Protocol. Learn how Anthropic's open standard connects AI models to tools and data, enabling secure, standardized agent capabilities. (148 characters)

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How to Build Your First MCP Server: Step-by-Step Tutorial
BlogApr 6, 2026

How to Build Your First MCP Server: Step-by-Step Tutorial

Learn to build a Model Context Protocol (MCP) server from scratch. This practical tutorial shows you how to create tools for AI assistants like Claude to access external APIs.

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How Andrej Karpathy Uses LLMs to Build Dynamic Personal Knowledge Bases in Obsidian
BlogApr 3, 2026

How Andrej Karpathy Uses LLMs to Build Dynamic Personal Knowledge Bases in Obsidian

Discover Andrej Karpathy's workflow for using LLMs to compile raw research into maintainable Markdown wikis in Obsidian. Shift from code to knowledge manipulation with advanced Q&A, linting, and outputs.

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What is MiniCPM? The Tiny Open-Source Multimodal LLM Running GPT-4o Level AI on Your Phone
BlogApr 1, 2026

What is MiniCPM? The Tiny Open-Source Multimodal LLM Running GPT-4o Level AI on Your Phone

Discover MiniCPM: efficient open-source small language and multimodal models from OpenBMB. Learn how 8B-9B parameter MiniCPM-V 4.5 and MiniCPM-o 4.5 deliver GPT-4o and Gemini 2.5 Flash level vision, video, speech, and full-duplex streaming on phones and edge devices.

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OpenClaw Search Providers: Best Options Compared for AI Agents in 2026
BlogMar 31, 2026

OpenClaw Search Providers: Best Options Compared for AI Agents in 2026

Deep dive into OpenClaw web search providers. Compare Brave, Firecrawl, Tavily, Perplexity, SearXNG and others on features, pricing, performance, and setup for autonomous AI agents.

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What Is LongCat-Next? Meituan's Breakthrough Native Multimodal AI Model Explained
BlogMar 31, 2026

What Is LongCat-Next? Meituan's Breakthrough Native Multimodal AI Model Explained

Discover LongCat-Next, Meituan's discrete native multimodal AI model unifying text, vision, and audio via next-token prediction. Explore architecture, benchmarks, and how to use it.

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PaddleOCR vs MinerU vs RAGFlow vs Umi-OCR: 2026 Objective Comparison
BlogMar 31, 2026

PaddleOCR vs MinerU vs RAGFlow vs Umi-OCR: 2026 Objective Comparison

Neutral data-driven comparison of PaddleOCR, MinerU, RAGFlow and Umi-OCR using OmniDocBench v1.5 scores, speed, features and real-world use cases.

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What Is Flash-MoE? Running 397B Parameter AI Models on a Laptop
BlogMar 31, 2026

What Is Flash-MoE? Running 397B Parameter AI Models on a Laptop

Flash-MoE is a pure C/Metal inference engine enabling the 397B Qwen3.5-397B-A17B MoE model to run locally on a 48GB MacBook Pro. Discover the SSD streaming, custom Metal kernels, and OS-trust optimizations powering 4.4+ tokens/sec.

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How to Fix Claude Cowork Dispatch Pairing Failed: Complete Step-by-Step Guide
BlogMar 31, 2026

How to Fix Claude Cowork Dispatch Pairing Failed: Complete Step-by-Step Guide

Claude Cowork Dispatch pairing failed? Fix the error fast with this guide. Learn exact prerequisites, setup steps, logout fixes, and troubleshooting for phone-to-desktop AI control.

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