My 4-step MCP implementation framework:

1. Identify your data (what you query most often manually)

2. Pick one AI system (Claude Desktop or ChatGPT)

3. Find your database MCP (GitHub or official directory)

4. Test with real questions (compare refine document)

Start small. Eliminate your biggest research friction point first.

Expand only after you're saving hours per week.