MCP for Research: How to Connect AI to Research Tools

Connecting AI to research tools is just adding another layer of abstraction. Most teams over-engineer the connection, trying to build a seamless interface when the core friction is in the data pipeline. Focus on prompt injection and retrieval quality, not state management. The solution isn't a state machine; it’s better indexing and verifiable context injection.