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== Overview == MCP addresses a fundamental challenge in AI application development: integrating language models with external systems. Before MCP, developers needed to create custom integrations for each tool and data source, resulting in fragmented and difficult-to-maintain codebases. === Design philosophy === MCP follows several key principles: * '''Vendor-agnostic''' β Works with any LLM provider, not just Anthropic * '''Standardized interfaces''' β Consistent patterns for tool definition and invocation * '''Security-focused''' β Built-in access control and audit capabilities * '''Human-in-the-loop''' β Support for requiring human confirmation of actions
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