A2A + MCP — The Two Protocols That Were the Actual Story of Google Cloud NEXT '26
This is a submission for the Google Cloud NEXT Writing Challenge Hey, I'm Saquib. I've been deep...
#MCP
747 articles tagged with MCP
alash3al/stash: Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server included. Self-hosted, single binary, no cloud required.
Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server included. Self-hosted, single binary, no cloud required.
Routing 30+ image models with one MCP server
Most image-model wrappers pick one model and call it. DALL-E, Imagen, Stable Diffusion, Flux — pick...
MCP en Producción: Por Qué el Model Context Protocol Va a Rediseñar tu Arquitectura de Agentes (y Cuánto Te Va a Costar Ignorarlo)
Tu equipo lleva semanas intentando que sus agentes de IA accedan de forma fiable a herramientas...
Model Context Protocol (MCP): как ИИ-агенты «разговаривают» с внешним миромЕсли вы читали или смотрели видео про MCP, то...
Model Context Protocol (MCP): как ИИ-агенты «разговаривают» с внешним миромЕсли вы читали или смотрели видео про MCP, то наверняка сталкивались с таким комментарием: «Спасибо, ещё ...
Your MCP server probably has too many tools
I built Beacon with 30-40 tools mirroring my REST API. It hallucinated constantly. The fix wasn't better prompts. It was fewer tools.
MCP Auth That Actually Works: OAuth for Remote Servers
In the first post I showed what an AI does with 118 MCP tools. In the second I showed how we...
📰 How Anthropic’s Model Context Protocol Allows for Easy Remote ExecutionAs part of the effort to push Large Language Mo...
📰 How Anthropic’s Model Context Protocol Allows for Easy Remote ExecutionAs part of the effort to push Large Language Model (LLM) ‘AI’ into more and more places, Anthropic’s Model ...
How Anthropic's Model Context Protocol Allows for Easy Remote Executionhttps://hackaday.com/2026/04/24/how-anthropics-mo...
How Anthropic's Model Context Protocol Allows for Easy Remote Executionhttps://hackaday.com/2026/04/24/how-anthropics-model-context-protocol-allows-for-easy-remote-execution/#AI #S...
AWS Bedrock's New MCP Tools Are a Game-Changer for Claude Code UsersAWS Bedrock has released new tools for the Model Con...
AWS Bedrock's New MCP Tools Are a Game-Changer for Claude Code UsersAWS Bedrock has released new tools for the Model Context Protocol (MCP), enabling developers to build custom ser...
🚀 New Ollama Model Release! 🚀Model: deepseek-v4-flash🔗 https://ollama.com/library/deepseek-v4-flash#Ollama #AI #LLM #mcp...
🚀 New Ollama Model Release! 🚀Model: deepseek-v4-flash🔗 https://ollama.com/library/deepseek-v4-flash#Ollama #AI #LLM #mcpo
Microsoft Fabric Just Exposed Its MCP Architecture. Here's What It Actually Changes for Data Teams.
Enterprise data platforms have spent decades building walls around their data. Microsoft just shipped...
How I'd Build a Multi-Tenant Digital Employee Platform: Multi-LLM Routing, Approval Gates, MCP, and SOC2-Ready Audit Trails
Why I wouldn't pick a single LLM — and the platform layer (Claude + GPT + Gemini + Grok, with...
Testing MCP Servers: The Five Gates Between Demo and Production
"MCP servers should be tested similarly to web and mobile applications." By the end of this...
Building #AI agents in #Java and unsure how tools should work? Lokesh Chenta & Vijayabhaskar Reddy break down #MCP clien...
Building #AI agents in #Java and unsure how tools should work? Lokesh Chenta & Vijayabhaskar Reddy break down #MCP clients, servers, and hosts — plus a practical #SpringAI demo.Und...
Javier Lozano hosts a Full-Day Workshop July 22nd at Nebraska.Code().Find 'Extending Your APIs with MCP' here: https://n...
Javier Lozano hosts a Full-Day Workshop July 22nd at Nebraska.Code().Find 'Extending Your APIs with MCP' here: https://nebraskacode.amegala.com/#ModelContextProtocol #MCP #APIs #SD...
أطلقت Fastmail خادم MCP، داعماً التكامل المباشر مع عملاء الذكاء الاصطناعي عبر معيار MCP المفتوح. يسمح هذا الخادم لنماذج ...
أطلقت Fastmail خادم MCP، داعماً التكامل المباشر مع عملاء الذكاء الاصطناعي عبر معيار MCP المفتوح. يسمح هذا الخادم لنماذج الذكاء الاصطناعي مثل Claude أو ChatGPT بالوصول الآمن إلى رسا...
Fastmail launches MCP server to enable direct AI integration
Fastmail has launched an MCP server, supporting direct integration with AI clients through the open MCP standard. This server allows AI models such as Claude or ChatGPT to securely...
AI Agent Networking in 2026: NAT Traversal, Encrypted Tunnels, and Why MCP Needs a Transport Layer
If you're building multi-agent systems in 2026, you've probably run into a version of this problem:...
I keep seeing MCP servers get overlooked or misunderstood. I think that's a mistake: they're shaping up to be a must-hav...
I keep seeing MCP servers get overlooked or misunderstood. I think that's a mistake: they're shaping up to be a must-have for any web service. Here's the pitch I've been making to ...
Your MCP Server Is a QA Engineer You Haven't Hired Yet
We built 118 MCP tools for our SaaS and organized them into 19 files. Then we ran 722 manual test...
Anatomy of a 118-Tool MCP Server: How We Organized the Chaos
In the last post I showed what an AI does with 118 MCP tools. The first question people asked was:...
Model Context Protocol se za sedmnáct měsíců proměnil z interního experimentu Anthropic v de facto standard pro propojen...
Model Context Protocol se za sedmnáct měsíců proměnil z interního experimentu Anthropic v de facto standard pro propojení AI modelů s nástroji — s 97 miliony stažení SDK měsíčně a ...
What is MCP and Why Java Developers Should Care
What is MCP and Why Java Developers Should Care Every AI tutorial shows you how to build a...