AlphaAvatar v0.6.4, an open-source self-hostable runtime for realtime multimodal AI assistants, has been released with a new architecture separating core perception, RTC adapters, and agent orchestrat…
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 explains how SNS filter policies can silently drop messages when publishers omit required message attributes, causing undetected failures in event-driven AWS architectures. The post descri…
A developer released an MCP server that gives AI models direct, signed access to Hyperliquid perpetual futures trading, with built-in safety checks to prevent costly order failures. The tool supports …
A developer shared a hardened Docker sandbox configuration for MCP servers, combining --network none, gVisor's runsc runtime, and strict resource limits. The setup has been used to audit 8,764 MCP ser…
AI2Web, a new open protocol, launches to enable any website to work with every AI agent through a single interoperability layer, allowing site owners to describe capabilities once and automatically ex…
An online insurance agency owner built an MCP server that lets AI agents request disability insurance quotes, using Claude Code despite not being a developer. The server offers six read-only tools and…
A developer evolved their content automation system from basic prompt files into portable agent skills. The original setup used three separate markdown prompts for videos, podcasts, and blogs, but suf…
A developer built a hybrid container governance pattern to manage multiple WSL instances running the same MCP server stack. Instead of installing the stack on each instance, they containerized the ent…
Anthropic released Tool Search alongside Claude Opus 4.5, allowing tools to be marked as `defer_loading: true` so their schemas are not loaded into the context window until needed. This lazy loading i…
Developer Steven Gonsalvez is building a Next.js 15 + MDX blog platform with a weekly dev log format, while pausing work on a personal MCP server until Claude Desktop's MCP support stabilizes. He also…
Anthropic's Agent Skills, announced October 16th, use progressive-loading markdown files to replace many MCP servers at 1/100th the context cost. Skills load metadata (~50 tokens each) always, instruc…
Developer Nico Bailey created mcporter, a CLI tool that calls MCP servers directly from the command line without loading tool schemas into an agent's context window. The tool addresses context bloat c…
An open-source desktop alternative to OpenAI Codex, called Open Science Desktop, has been released for macOS, Windows, and Linux. The tool provides a local-first, model-agnostic AI research workbench …
A developer created a production-ready MCP server template that standardizes architecture across HTTP and stdio transports. The template includes Zod-based configuration, a guarded fetch tool with SSR…
MCP released beta SDKs for Python, TypeScript, Go, and C# on June 29, requiring migration before the July 28 deadline. The TypeScript SDK splits into separate client and server packages and drops Comm…
VideoDB released an open-source MCP server that records desktop workflows via native accessibility events and optional screen video, then compiles them into reusable skill files for AI agents. The too…
A new multi-agent pipeline using large language models and knowledge graphs is transforming risk management in critical infrastructure by converting natural-language system descriptions into audit-rea…
Storybook's MCP server serves agents a manifest built from stories and components, not from the Docs tab or source comments. A default docgen extractor returned empty props for components with complex…
Openpouch, a new deployment tool created by developer Alex K., enables AI coding agents like Claude Code to deploy applications in under 60 seconds without requiring a dashboard, account, or CAPTCHA. …