A census of 15,382 Model Context Protocol servers found that 47% run remotely, 16% have verified problems such as deleted GitHub repos or deprecated packages, and 9,207 servers have fewer than 10 star…
A developer built an MCP (Model Context Protocol) server in Go to allow Claude Code to query an internal billing API without manual copy-pasting. The server uses the official Go SDK, which matured in …
A developer built an MCP server called SpecShield that gives AI coding agents the ability to check whether an API change is safe to ship before proposing it. The tool catches breaking changes like rem…
The Agentic AI Foundation, part of the Linux Foundation, announced the Model Context Protocol Associate (MCPA), the first official certification for the Model Context Protocol (MCP). The vendor-neutra…
Telnyx released a 167-line Python MCP server for Edge Compute that exposes four Telnyx APIs as AI agent tools, including SMS, number search, and LLM inference. The server runs on Telnyx's private netw…
GitHub made the redesigned terminal interface for GitHub Copilot CLI generally available, introducing a tabbed layout, in-session tool configuration, and improved accessibility. The update allows deve…
A developer argues that using too many AI tools creates hidden costs in complexity, context-switching, and learning overhead, reducing overall productivity. The developer recommends building integrate…
Desktop Commander MCP, a tool that gives AI agents structured control over a computer via API calls rather than vision-based interaction, has gained 6.5K GitHub stars with rapid growth. The tool enabl…
An engineer implemented a zero-dependency MCP (Model Context Protocol) server in pure Python using only the standard library, avoiding the 47-package dependency tree of the official SDK. The implement…
A developer built Sparsi, a framework that shifts complex logic out of ReAct agent prompts into deterministic DAG-based macro-tools. In a benchmark on customer support ticket triage, Sparsi achieved 1…
The SchedCP framework, detailed in a paper from arXiv (2509.01245), achieves up to 1.79x speedup and 13x lower search cost for Linux scheduler tuning by using a controlled optimization loop that separ…
Wire, a platform building context containers for AI agents, is migrating its entire data plane off Cloudflare Durable Objects due to structural limitations that hinder AI-native workloads. The move hi…
Amazon Web Services published a blog post on Model Context Protocol (MCP) tool design, identifying bloat and confusion as primary causes of underperformance in agentic AI systems. The post recommends …
Citrix announced MCP Gateway, a new feature for its NetScaler platform that enables enterprises to securely route, govern, and observe agent traffic to backend Model Context Protocol servers. The comp…
Fastly announced a prototype to secure Model Context Protocol (MCP) servers, addressing AI-specific attack vectors, production-scale performance, and authentication complexity for a major global publi…
Amazon Web Services Senior Principal Engineer Clare Liguori discussed the open-source Strands Agents SDK for building production-grade AI agents on Software Engineering Radio episode 728. Liguori defi…
A full-stack web developer predicts that by 2030, AI progress will shift from scaling models to optimizing inference efficiency and standardizing integration protocols. The industry will move toward d…
Google Deepmind has launched four new features for Managed Agents in the Gemini API, including background execution, remote MCP server support, custom function integration, and credential refresh capa…
A developer released mcp-bastion, an open-source proxy that addresses reliability and security gaps in the Model Context Protocol (MCP). The proxy handles MCP server disconnections by providing status…
The Model Context Protocol (MCP) is emerging as a standard integration layer for AI systems, solving the problem of chaotic glue code by standardizing how AI hosts discover and use external capabiliti…