How does MCP differ from function calling?

Function calling is an API-level feature where you describe tools to a single LLM call. MCP is a protocol for separate servers that expose tools, resources, and prompts to any compatible LLM client. MCP enables a marketplace of reusable integrations: one MCP server for GitHub, one for Slack, one for a database, all usable by any MCP-aware client without custom code.