PUBLICMCP lets any business expose structured identity data that Claude, GPT, Gemini, and any MCP-compatible agent can query directly — no scraping, no hallucinating, no dead ends. https://t.co/dc5KyWpVR9
The US is building $52 billion worth of new semiconductor fabs. The engineers to run them don't exist yet. We just put MIT's graduate course in your browser — free, AI-taught, and available right now.
https://t.co/qCa6lteJgE
AI led Semiconductor Manufacturing Course
It's the actual MIT course — lectures, problem sets, and exams — taught by an AI that reads the source material before every lesson. We didn't summarize it. We didn't adapt it.
Check it out here: https://t.co/qCa6lteJgE
Built an AI optimizer that rewrites MCP tool docs and A/B tests them.
First run: 14 tools → 67 rewrites → 8 winners → 5 committed
Best: search_memory +25.67% MRR
AI reviewer rejected 2 high scorers that lost critical details. Safety working.
Using AI to optimize AI tools.
https://t.co/e36qggSmTi
Small business owners across the country pay for search engine optimization every month and get a report. SEO Intelligence is different.
@nathanbarry Using Claude Code I built a Standard and a Framework! Can you take a look at it (https://t.co/dc5KyWpVR9) and give feedback? Would love to connect over coffee if you have time! (Royal Coffee?)
Imagine asking your AI assistant about a local business and it pulls their real services, hours, and booking link — live, not from a cached web scrape.
That's what PUBLICMCP does. Businesses publish a machine-readable identity. AI reads it directly.
https://t.co/Fkv1SUDDPb
Just tested the PUBLICMCP router in Claude Desktop.
Asked for a salon → registry → live MCP server → name, address, services, booking link.
Three tool calls. One JSON config block.
pip install publicmcp
Every MCP server you've seen is private — locked behind auth, connecting internal tools.
I built the first open standard for public-facing ones.
15 live deployments in 4 days. ↓
Spec is Apache 2.0. Contributions welcome.
→ https://t.co/Fkv1SUDDPb → https://t.co/tFGyAiPrqX
Building with MCP? I'd love feedback on what v0.3 should include.
In 2005, not having a website cost you customers you never knew you lost.
The same thing is happening right now — just quieter.
AI agents are replacing Google as the first step buyers take when searching for a business. They don't visit your website.
They query your data, build a shortlist, and send a recommendation — before anyone opens a browser tab.
If your business isn't machine-readable, you're not in the room.
We wrote about what this means for small businesses — and what to actually do about it.