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docs: update mcp-agent codeboarding documentation
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.codeboarding/Agent_Core_LLM_Integration.json

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"dst_name": "Provider to MCP Converters"
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}
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]
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}
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}

.codeboarding/Agent_Execution_Workflow_Engine.json

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"dst_name": "Decorator Registry"
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}
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]
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}
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}

.codeboarding/Agent_Workflow_Patterns.json

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"dst_name": "LLM Augmentation Layer"
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}
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]
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}
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}

.codeboarding/Core_Application_Setup.json

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"dst_name": "Configuration Management (Settings)"
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}
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]
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}
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}

.codeboarding/Human_Interaction_Layer.json

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"dst_name": "Console Interface"
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}
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]
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}
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}

.codeboarding/MCP_Service_Integration.json

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"dst_name": "mcp_agent.config"
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}
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]
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}
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}

.codeboarding/analysis.json

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"reference_start_line": 1,
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"reference_end_line": 1
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}
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]
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],
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"can_expand": true
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},
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{
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"name": "Agent Execution & Workflow Engine",
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"reference_start_line": 1,
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"reference_end_line": 1
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}
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],
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"can_expand": true
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},
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{
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"name": "Agent Core & LLM Integration",
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"reference_start_line": 1,
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"reference_end_line": 1
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}
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]
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],
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"can_expand": true
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},
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{
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"name": "MCP Service Integration",
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"reference_start_line": 1,
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"reference_end_line": 1
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}
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]
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],
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"can_expand": true
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},
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{
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"name": "Agent Workflow Patterns",
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"reference_start_line": 1,
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"reference_end_line": 1
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}
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]
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],
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"can_expand": true
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},
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{
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"name": "Human Interaction Layer",
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"reference_start_line": 1,
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"reference_end_line": 1
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}
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]
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],
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"can_expand": true
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}
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],
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"components_relations": [
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"dst_name": "Agent Execution & Workflow Engine"
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}
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]
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}
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}
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{
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"commit_hash": "13c378d8bceee2b4b325ff4a294fba046c835e72",
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"commit_hash": "15d5cb9610d79b65276c4f13e94bd9bc3bff6231",
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"code_boarding_version": "0.1.0"
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}
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}

docs/codeboarding/Agent_Core_LLM_Integration.mdx

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---
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title: "Agent Core LLM Integration"
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description: "Agent Core LLM Integration component details"
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---
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# Agent Core LLM Integration
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```mermaid
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graph LR
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Agent_Core["Agent Core"]
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LLM_Provider_Implementations -- "uses" --> Provider_to_MCP_Converters
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```
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<Info>
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This documentation was generated by [CodeBoarding](https://github.com/CodeBoarding/GeneratedOnBoardings) to provide comprehensive architectural insights into the mcp-agent framework.
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</Info>
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## Details
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### Details
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This subsystem defines the fundamental interface and capabilities of an AI agent, encapsulating interactions with Large Language Models (LLMs), external tools, prompts, and resources. It provides a consistent and extensible model for agent behavior and offers a standardized, augmented interface for interacting with various LLM providers.
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- <a href="https://github.com/lastmile-ai/mcp-agent/blob/main/src/mcp_agent/workflows/llm/augmented_llm_bedrock.py#L437-L499" target="_blank" rel="noopener noreferrer">`mcp_agent.workflows.llm.augmented_llm_bedrock.BedrockMCPTypeConverter` (437:499)</a>
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- <a href="https://github.com/lastmile-ai/mcp-agent/blob/main/src/mcp_agent/workflows/llm/augmented_llm_google.py#L403-L518" target="_blank" rel="noopener noreferrer">`mcp_agent.workflows.llm.augmented_llm_google.GoogleMCPTypeConverter` (403:518)</a>
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- <a href="https://github.com/lastmile-ai/mcp-agent/blob/main/src/mcp_agent/workflows/llm/augmented_llm_openai.py#L949-L1055" target="_blank" rel="noopener noreferrer">`mcp_agent.workflows.llm.augmented_llm_openai.MCPOpenAITypeConverter` (949:1055)</a>
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### [FAQ](https://github.com/CodeBoarding/GeneratedOnBoardings/tree/main?tab=readme-ov-file#faq)

docs/codeboarding/Agent_Execution_Workflow_Engine.mdx

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---
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title: "Agent Execution Workflow Engine"
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description: "Agent Execution Workflow Engine component details"
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---
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# Agent Execution Workflow Engine
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```mermaid
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graph LR
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Execution_Engine["Execution Engine"]
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Execution_Engine -- "potentially uses" --> Decorator_Registry
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```
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<Info>
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This documentation was generated by [CodeBoarding](https://github.com/CodeBoarding/GeneratedOnBoardings) to provide comprehensive architectural insights into the mcp-agent framework.
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</Info>
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## Details
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### Details
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Abstract Components Overview
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- <a href="https://github.com/lastmile-ai/mcp-agent/blob/main/src/mcp_agent/executor/workflow_registry.py" target="_blank" rel="noopener noreferrer">`mcp_agent/executor/workflow_registry.py`</a>
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- <a href="https://github.com/lastmile-ai/mcp-agent/blob/main/src/mcp_agent/executor/temporal/workflow_registry.py" target="_blank" rel="noopener noreferrer">`mcp_agent/executor/temporal/workflow_registry.py`</a>
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### [FAQ](https://github.com/CodeBoarding/GeneratedOnBoardings/tree/main?tab=readme-ov-file#faq)

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