The Model Context Protocol (MCP) allows LLMs to interact with external software systems through resources, prompts, and tools. However, MCP's categories are confusing and arbitrary, with existing standards like OpenAPI, gRPC, and CLIs already serving similar purposes effectively. Arguments for MCP's necessity include context
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