Begin your MCP journey with structured assessment:

Use Case Evaluation Criteria

• Integration Complexity: How many different systems need connection?
• Tool Variety: Will AI agents need access to diverse capabilities?
• Reuse Potential: Could integrations benefit multiple agents or workflows?
• Vendor Requirements: Need to work with multiple LLM providers?

Architecture Planning

1. Map Current Systems: Identify potential MCP server candidates
2. Define Agent Boundaries: Determine scope of AI agent capabilities
3. Evaluate Models: Assess which LLMs support MCP natively
4. Identify Gaps: Determine which tools will require custom MCP servers

"Focus initial efforts on high-value scenarios with multiple integrations where MCP's advantages are most significant."