17 field notes about MCP. Quick, practical, no fluff.
Perplexity open-sourced a free scanner that checks your team's computers for compromised software packages and AI tool configs — without touching anything.
Google's new WebMCP standard lets AI agents interact with websites cleanly — no guessing, no fumbling — and Booking.com, Shopify, and Expedia are already on board.
A small open-source tool gives your AI coding assistant a long-term memory — so it stops forgetting everything between sessions.
Sourcebot lets you run a private, searchable brain over all your code repositories — so your AI tools stop guessing and start knowing.
InsForge is a database and infrastructure platform designed to be operated by AI agents, not by humans clicking through dashboards.
A small Mac app sits quietly in your menu bar, watches you repeat the same task three times, and then writes a detailed playbook your AI agent can follow — in your voice, with your logic baked in.
A free, open-source tool just appeared that does what Anthropic's shiny new design product does — except you own it, host it yourself, and it works with whichever AI you already use.
Ruflo turns Claude into a self-organizing team of AI specialists that split the work between them, and it's free to run yourself.
A free, local tool that helps AI coding assistants find exactly what they need in your codebase — without wasting time (or money) reading everything.
A free tool that gives AI assistants a real memory — so they stop forgetting everything the moment you close the chat.
Free, open-source Claude Code skill that turns any codebase into a knowledge graph. Ask questions in plain English, runs 71x cheaper, works with a local mode.
A small open-source tool called OMX quietly turned a single AI coding assistant into a coordinated team of agents — and someone used it to do a week's worth of work in one night.
A new plugin for Claude Code gives you an instant team of 32 specialized AI agents — architect, designer, librarian, and more — without writing a single line of setup.
A single command sends an AI agent across Reddit, YouTube, X, and five other sources — and brings back a grounded, cited summary of what people are actually saying in the last 30 days.
A small Mac app quietly bridges the gap between Claude and your actual life — calendar, messages, contacts, reminders, and location included.
GitNexus turns any code repository into a visual map your AI assistant can actually read — privately, for free, in your browser.
A new open-source tool lets AI navigate long documents the way an expert would — by understanding structure, not just scanning for similar words.
The AI tools and moves I actually use to win more business. A couple a week, nothing I haven't run myself.