OSStobi/qmd On-Device Search Engine with MCP ServerGitHub·high signalOn-device search engine by Shopify cofounder. BM25 + vector + LLM re-ranking all local. Built-in MCP server for agent integration. 9100 stars.SourceSource pageGitHub↳ Follow the threadShared entity / Stack layerNew MCP Spec Kills Old Risks but Opens Three Fresh Attack Surfaces, Akamai WarnsAkamaiShared entity / ContrastAgentCheck: An Open-Source Workbench to Reproduce, Intervene On, and Fix MCP Tool Failures Before DeployarXivShared entity / Update threadTip: Upgrade Long-Running/Headless Sessions to v2.1.208 — It Fixes Several Real Memory LeaksClaude Code ChangelogThreat pattern / Update threadMicrosoft Agent Framework python-1.11.0 adds Progressive MCP Disclosure and GA Skills APIGitHub (Microsoft Agent Framework)Shared entityProduct Hunt, July 12: The Winning AI Pattern Is Embedding Into Surfaces Users Already Touch, Not Launching a New AppProduct HuntStack layer / Update threadclaude-video Turns 'Watch This Video' Into a Portable Agent Skill — 8K Stars in WeeksGitHubShared entity / Stack layerPattern: Repo-Local Config Auto-Load Is the New RCE Class — 'Workspace Trust' Standards Are FormingLatest Hacking NewsStack layerShow HN: Clawk Gives Coding Agents a Disposable Linux VM Instead of Your LaptopGitHub / Hacker News