MCP
5 articles about "MCP".
How to Make a Product an AI Agent Can Operate — A Practical Checklist
If the thing getting work done for you in the future is an AI agent, your product can't be human-only — code and agents have to be able to read and use it too. This is a build checklist: an open REST API, a public OpenAPI spec, and an llms.txt — three concrete pieces, plus one SKILL.md as the source — and how an agent reads the docs and then creates listings and pulls leads on its own. Real endpoints included.
Three Rough Edges of Running Claude Code + Telegram MCP on Windows: A 200-Line Toolkit
Running the official Telegram MCP plugin with Claude Code on Windows long enough surfaces three papercuts. None are bugs — they're gaps between OS behavior and plugin assumptions. Wrote a small toolkit to seal them, open-sourced it.
We Audited 7 Official MCP Servers — 6 Got F
Ran prompt-defense-audit against the 7 official servers in modelcontextprotocol/servers — 12-vector check, OWASP LLM Top 10 mapping. Result: 6 servers scored F, 8 defense vectors at 100% gap rate. Cross-referenced from modelcontextprotocol/servers#3537.
We Built Lighthouse for AI Agents — One Command, 12-Vector Security Audit
66% of MCP servers have security findings, but nobody runs a security scan before deploying AI agents. We built ultraprobe — zero deps, zero cost, under 1 second. Adopted by Cisco AI Defense.
Why Your SaaS Needs AI-Ready Interfaces: Architecture Lessons from Three Products
From Gemini-only to a Multi-LLM fault-tolerant architecture — the pitfalls, lessons, and 7 things you should do right now, validated across three Ultra Lab products.