MCP: The Universal Adapter for AI
8 MIN READ
One open standard. Every data source. No more custom integration code.
Every powerful AI assistant has the same blind spot: it can't see your world. Your files, your databases, your internal tools. Each integration requires a custom connector built from scratch. Model Context Protocol (MCP) fixes that. Think of MCP as a universal USB port for AI models, allowing them to instantly plug into any files, databases, or tools on the planet.
Related Reads
Mixture of experts: How AI models got smarter without getting slower
The secret architecture behind trillion-parameter models that stay fast and affordable.
Steering vectors: the DJ mixer inside every LLM
Prompting talks to the model. Steering vectors operate inside it.
Tokenization: How AI Reads Text
AI doesn't read words. It reads bricks of text called tokens.