Smolagents: Code-first, Multi-step AI agents smolagents is Hugging Face 's small, intentionally minimal Python library for building agentic systems that think in code. It gives you a multi-step loop, tools, and models without a forest of abstrac... AI agents CodeAgent Hugging Face MCP Open Source smolagents
Azure Logic Apps as MCP Servers Supercharge Enterprise AI Integration Integrating AI agents and large language models (LLMs) into enterprise systems can be challenging without the right infrastructure. Azure Logic Apps (Standard) introduces remote Model Context Pr... AI integration Authentication Azure LLM Logic Apps MCP Security Workflow automation
Agentic Web Interfaces: Building Websites That Welcome AI Agents The paper "Build the web for agents, not agents for the web" proposes a reorientation of how we design the modern web: rather than forcing AI systems to operate through human-centered pages, we should... AWI MCP Playwright Safety web agents WebArena
The Model Context Protocol Registry: Building the Backbone for AI Server Discovery The Model Context Protocol Registry is an open, standards-driven catalog and API for MCP servers. If you are building or running AI tools that speak MCP, the registry is the connective tissue that tur... AI registry API DevOps Enterprise Go Kubernetes MCP Open source Package validation Subregistries
MCP Registry Preview Transforms Server Discovery and Collaboration The launch of the Model Context Protocol (MCP) Registry signals a new era for discoverability and collaboration within the ecosystem. This open, centralized catalog and public API are designed to make... AI applications API community MCP open source server registry sub-registries
Context Engineering: How to Build High‑Signal AI Agents Context Engineering: How to Build High‑Signal AI Agents Context is the new battleground for AI agents. While the focus had been on prompts and models, the real difference between demos and production ... AI agents coding agents compaction context engineering MCP RAG subagents tool design
MindsDB: The Enterprise AI Platform That Unifies Data and Delivers Real-Time Intelligence A fundamental challenge has persistently hindered organizations in enterprise AI adoption: how do we make AI systems work seamlessly with data scattered across countless databases, applications, and f... AI Analytics Data Integration Enterprise Federated Query MCP Open Source Python
MCP-Universe: Real-World Benchmarking For Agents That Use MCP The Model Context Protocol (MCP) has quickly become a common interface for connecting large language models to external tools and data. By design, it looks like a USB-C port for AI applications: a sta... benchmark LLM agents MCP Salesforce AI Research tool use
Claude Code PM: Shipping Better Software with Spec-driven, Parallel Workflows Claude Code PM from Automaze is a pragmatic workflow for turning product specs into epics, GitHub issues, and ultimately production-grade code, all with full traceability. The repository documents a c... Agentic workflows AI engineering Automaze Claude GitHub Issues MCP Project management
DeepCode: An Open Agentic Coding System That Turns Papers Into Code DeepCode from the Data Intelligence Lab at The University of Hong Kong (HKUDS) is an open agentic coding system that turns research papers and natural language requirements into working code. It aims ... agents code-generation HKU MCP Paper2Code Python RAG research-reproduction Streamlit
Three Common Misconceptions About Docker MCP and How to Avoid Them Many developers believe they have a firm grasp on Docker's Model Context Protocol (MCP), but common misunderstandings can undermine AI system reliability and agent design. Let’s break down the most fr... AI agents APIs developer best practices Docker LLM tools MCP observability software architecture
Agent Client Protocol: Making Agentic Editing Portable The Agent Client Protocol (ACP) is an open effort by Zed Industries to standardize how code editors talk to AI coding agents. If the Language Server Protocol decoupled languages from editors, ACP aims... ACP AI Agents Code Editors JSON-RPC MCP Open Source Rust TypeScript