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-[MCP Server Patterns](#mcp-server-patterns)
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-[Capability-Level MCP Server - _**"Goal-Oriented – abstracts business-level intents"**_](#capability-level-mcp-server---_goal-oriented--abstracts-business-level-intents_)
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-[Product-Level MCP Server - _**"System-Oriented – wraps complete product APIs"**_](#product-level-mcp-server---_system-oriented--wraps-complete-product-apis_)
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-[Component-Level MCP Server - _"Function-Oriented – exposes individual service functionality"_](#component-level-mcp-server---_function-oriented--exposes-individual-service-functionality_)
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-[Component-Level MCP Server - _**"Function-Oriented – exposes individual service functionality"**_](#component-level-mcp-server---_function-oriented--exposes-individual-service-functionality_)
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-[Concluion and Key Take Aways](#concluion-and-key-take-aways)
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<!-- To address this, the MCP Server Pattern introduces three architectural levels:-->
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To address this, we explore three architectural patterns:
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1) Capability-Level MCP Server for high-level business intent abstraction
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2) Product-Level MCP Server for wrapping stable product APIs
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3) Component-Level MCP Server for fine-grained, microservice-level automation
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- Capability-Level MCP Server for high-level business intent abstraction
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- Product-Level MCP Server for wrapping stable product APIs
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- Component-Level MCP Server for fine-grained, microservice-level automation
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This layered approach enables cross product orchestration, simplifies agent development, supports modular evolution, and aligns well with team-based ownership in modern DevOps organizations.
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-**Plug-and-Play Modularity:** New products or services can be integrated by simply deploying a new agent and MCP server pair. Therefore, no changes required to existing agents or orchestration logic.
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-**LLM-Aware Orchestration:** Enables LLMs to reason across tools and compose semantically rich, multi-step workflows. Thereby, improving accuracy, adaptability, and intent resolution.
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### Component-Level MCP Server - _"Function-Oriented – exposes individual service functionality"_
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### Component-Level MCP Server - _**"Function-Oriented – exposes individual service functionality"**_
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A **Component-Level MCP Server** wraps and exposes the internal APIs of a single product component or microservice. It is ideal for **fine-grained automation, internal AI agents**, or when capabilities are distributed across modular components.
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