Notes from Apnatva
What these connections do, what they need, and when a simpler process will do the job.
3 minute read
A plain-language look at how the Model Context Protocol lets an AI assistant connect to specific business tools and information, and when that connection is worth building.
Read the article3 minute read
Plugins package reusable instructions or connected capabilities for an AI client. Here is how to tell which kind fits a team's work.
Read the article3 minute read
A practical checklist for planning, packaging, and testing an AI plugin, with a clear distinction between reusable instructions and live system access.
Read the article3 minute read
How Brownsmith Dynamics scopes an MCP server around one real business need, the systems already in use, and clear limits on access and action.
Read the article3 minute read
Turn the working knowledge your team repeats into focused AI instructions, then decide whether any separate system connection is needed.
Read the article3 minute read
A practical approach to AEO and GEO: make your business easy for people and AI systems to understand, verify, and contact without promising rankings.
Read the article