A developer who previously dismissed AI as unreliable rebuilt an entire website in two weeks using an AI content engine powered by an MCP server and Claude plugin, spending about $4,000 in tokens. How…
Ratchet, a new hardware debug and flash-programming toolkit for CH341A and CH347 USB programmers, was released as a pre-release on GitHub. Written in Rust, it replaces multiple existing tools like AsP…
A developer team built 20 MCP Apps in two days, learning that MCP Apps are UI resources served via the MCP protocol, not HTTP, and that they must be designed with a fallback text response for clients …
SimLink by Snáz.cz is an open-source, self-hostable server that gives AI agents a real phone number by relaying SMS through an old Android phone and a prepaid SIM card via the Model Context Protocol. …
A developer using Claude's MCP and conversation memory features reports a significant reduction in the effort required to re-explain context, leading to faster and deeper conversations. By connecting …
The Model Context Protocol's Enterprise-Managed Authorization extension, stable since June 18, 2026, redefines authorization as a context-scoping mechanism that determines which data sources an AI age…
DigitalOcean published a tutorial and launched a public preview of server-side tools for its Inference Engine on June 19, 2026, moving tool execution into the inference layer to reduce latency and sim…
A developer guide outlines 11 stages to build a self-running Claude assistant, progressing from a basic chat prompt to a cron-scheduled system that classifies emails, calls tools, and runs autonomousl…
APX, a daily runtime for the APC portable context layer, introduces project pinning for Telegram channels to eliminate context guessing. By pinning a channel to a specific project, APX automatically s…
Model Context Protocol (MCP) is an open standard that standardizes how AI models connect to external tools and data sources, similar to USB for peripherals. For product teams, MCP shifts the focus fro…
A developer built an AI video editing agent using Claude and the FFmpeg Micro MCP server that translates natural language instructions into FFmpeg commands. The agent can perform operations like trans…
A developer argues that many MCP servers labeled 'production-ready' lack adequate security hardening, citing research showing tool poisoning as a prevalent vulnerability. The developer, creator of the…
A developer implemented an OAuth2 proxy service in Rust to handle MCP server authentication, intercepting requests to Auth0 to provide static credentials and fix compliance issues. The service replace…
An AI agent evaluation harness is a repeatable test system that runs realistic tasks, captures every step, scores outcomes, and turns failures into regression tests. It helps teams move beyond demo su…
A developer published Aster Guard MCP, a lightweight, local-first security scanner for MCP and Claude Code configuration files, on the GitHub Marketplace. The tool statically scans configuration files…
A technical guide argues that developers should run both Claude Code and OpenAI Codex as a single pipeline rather than choosing one, based on two months of testing on large codebases. Benchmarks show …
Developer xyTom released Coding Tools MCP, an open-source runtime server that exposes local coding primitives like file search, patch application, and test execution to any MCP-compatible LLM agent. T…
A developer released RugCheck AI, a remote MCP server that detects Solana honeypot tokens before a trading bot buys them. The tool simulates sell and trade routes to identify tokens that allow buying …
A developer built SKILLmama, an AI-native capability discovery engine that scans project architecture and searches across five ecosystem tiers to recommend libraries and tools ranked by compatibility,…
A tutorial demonstrates how to build a Python MCP server using FastMCP that wraps a corporate REST API into three typed tools—search_customers, get_order, and create_support_ticket—enabling LLMs like …