APIs need per-service client code. MCP clients load servers uniformly and expose tool schemas to the model—faster experimentation.
Guides·MCP
MCP vs API
How MCP compares to REST APIs for AI integrations.
Integration cost
When to still use APIs
For large backend integrations, strict SLAs, or non-AI callers, APIs remain better. MCP fits the AI agent + tools layer.