MCP vs RAG: how retrieval fits behind the protocol
RAG is a pattern for getting relevant text into a model's context. MCP is a protocol for tools and resources. One can serve the other. Here is how to choose.
Scoring philosophy, MCP security, and what changed this week.
RAG is a pattern for getting relevant text into a model's context. MCP is a protocol for tools and resources. One can serve the other. Here is how to choose.
Agent Skills run inside your own agent's sandbox; an MCP server is a third-party dependency on the wire. How to choose by trust boundary and blast radius.
The MCP security considerations that matter, as two checklists covering remote endpoints and packaged servers. Every check has a command and a pass condition.
MCP servers give agents the power to run code and call tools, which makes server trust a security problem. The threat model, and how we turn it into a number.