NVIDIA 800 VDC Architecture for AI Data Centers
800 VDC Architecture for Next-Generation AI Infrastructure Take a deeper dive into the 800 VDC server and data center design.
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Best MCP Gateways and AI Agent Security Tools (2026)
As AI agents evolve from simple chatbots to autonomous systems managing critical business operations, two infrastructure layers have emerged as
Unleashing the Power of Model Context Protocol (MCP): A Game
Artificial Intelligence is evolving rapidly, and one of the most pressing challenges is enabling AI models to interact effectively with external tools, data sources, and APIs. The Model
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AI servers are built for massive parallelization, repeatedly executing the same mathematical operations across enormous datasets. An AI server executes workloads by coordinating compute, memory,
Zep: A Temporal Knowledge Graph Architecture for Agent Memory
We introduce Zep, a novel memory layer service for AI agents that outperforms the current state-of-the-art system, MemGPT, in the Deep Memory Retrieval (DMR) benchmark.
Announcing Arm AGI CPU: The silicon foundation for
Arm introduces the Arm AGI CPU to power agentic AI infrastructure with rack-scale performance, efficiency and scalable compute for next-generation data centers.
NVIDIA Triton Inference Server
NVIDIA Triton Inference Server # Triton Inference Server is an open source inference serving software that streamlines AI inferencing. Triton Inference Server enables
Artificial Intelligence (AI) Servers – Intel
Learn about AI server components, key considerations to help inform AI server design and the potential benefits unlocked through optimal server architecture. AI
What Are the Key Components of AI Server Architecture?
Discover AI server architecture, including hardware and software components. Learn to optimize dedicated hosting for efficient machine learning
What is an AI server? Why artificial intelligence needs
AI servers are specialized systems using powerful GPUs for the intensive, parallel processing of AI models. AI servers are distinct from general-purpose servers,
Microsoft Foundry architecture
Microsoft Foundry organizes AI workloads through a layered architecture: a top-level Foundry resource for governance, projects for development isolation, and connected Azure services
Design and Develop a RAG Solution
Learn about what to consider when you design a large language model RAG solution, including each step of the development process and how to evaluate those steps.
Get started with AI and MCP
MCP client-server architecture MCP uses a client-server architecture that enables an AI-powered app (the host) to connect to multiple MCP servers
Building Scalable AI on Enterprise Data with NVIDIA
This architecture leverages SQL Server 2025''s native vector data type and distance search functions, alongside NIM microservices that expose an
Designing Data Centers for AI Clusters
The following sections lay out considerations of the AI Cluster design, focused on training clusters (and not inference clusters, whose overall design may vary in terms of GPU and storage nodes).
Marvell Announces Breakthrough Co-Packaged Optics
New Marvell AI accelerator (XPU) architecture enables higher bandwidth and longer reach scale-up fabric connections for custom AI servers.
Cloudflare Outlines MCP Architecture as Enterprises Confront
Cloudflare has outlined a reference architecture for scaling Model Context Protocol (MCP) deployments across the enterprise, positioning centralized governance, remote server
AI Agent Orchestration for Developers: The Complete 2026 Guide to
Multi-agent system inquiries surged 1,445% in 2025. If you''re still relying on single AI agents for complex development tasks, you''re leaving performance on the table. Here''s why AI agent orchestration for
A Jargon-Free Guide on How AI Server Architecture Works
Whether you''re deploying AI in your business, tinkering with a project, or just want to understand the tech shaping our world, this guide discusses what
Introducing Fabric MCP (Preview)
Standardised servers also expose schema and metadata so that agents can dynamically learn data structures. Microsoft already publishes MCP servers for a range of services — from Dev
STMicroelectronics expands 800 VDC AI datacenter power conversion
The expansion to 12V and 6V output stages reflects the industry move toward different server architectures requiring different power delivery topologies depending on GPU generation,
HPE announces industry''s first 100% fanless direct liquid
HPE has pioneered direct liquid cooling, the most effective way to cool next-generation AI systems 100% fanless direct liquid cooling systems architecture for
Building the AI Server
AI/ML demands are reshaping servers. Explore how CPUs, GPUs, FPGAs and AI accelerators drive performance for workloads like deep learning
Unity MCP | Assistant | 2.0.0-pre.1
Note The MCP Servers page (under AI > MCP Client) configures MCP servers that the Unity Assistant connects to. The Unity MCP page configures the MCP server that Unity exposes to external AI clients.
Navitas Unveils 800V–6V DC-DC Power Board for AI
Navitas Semiconductor has introduced a new DC-DC power delivery board (PDB) that converts directly from 800V to 6V in a single stage. The
Overview of MCP servers in Azure API Management
Learn how Azure API Management enables secure, scalable access to remote MCP servers for AI agents, including architecture and management
AI Model Serving Architecture: Building Scalable Inference APIs for
Learn how to design high-performance model serving systems with the right inference engines, APIs, hardware, scaling, and monitoring for enterprise AI workloads.