AI Agent with MCP

• Purpose
  AI Agent workflow based on MCP
  Connect Claude, Codex, Ollama, and GitHub operations through MCP
  Support Local MCP execution, GitHub Issue based TEST automation, and documentation-first project flow

• Structure
  • System Design
  • Automation Design

• Scope
  • AI Agent usage
  • MCP Tool integration
  • GitHub automation
  • Local TEST execution
  • CI/CD/CT workflow

Summary

Multi-agent workflow with MCP, Local MCP execution, GitHub Issue based TEST automation, and documentation-first project structure.

Entry Points

Area	Document
Architecture	System Design
Automation	Automation Design
MCP	MCP Gateway
Local Tooling	MCP Server-Local
GitHub Integration	MCP Server-Github

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Document Groups

Group	Coverage
Architecture	system structure, automation, role split
Agents	Claude, Codex, Ollama
MCP	Gateway, Local MCP Server, GitHub MCP Server
Envs	Windows, WSL2, GitHub operation docs
Logs	run records

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Reading Order

1. System Design
2. Automation Design
3. MCP Gateway
4. MCP Server-Local
5. MCP Server-Github
6. Agent documents
7. Environment documents