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feat: Add experimental MCP tools integration for enhanced codebase analysis

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## New Features
- **MCP Tools Integration**: Added support for Model Context Protocol tools
  - Exa MCP Server: External API patterns and best practices
  - Code Index MCP: Advanced internal codebase search and indexing
- **Enhanced Workflow Planning**: Updated pre_analysis to include MCP tool steps
- **Documentation Updates**: Added MCP tool setup guides and usage examples

## Changes
### Core Components
- Updated `plan.md` with MCP integration principles and implementation approach guidelines
- Added MCP tool steps in pre_analysis workflow: `mcp_codebase_exploration`, `mcp_external_context`
- Enhanced context accumulation with external best practices lookup

### Documentation
- Added comprehensive MCP tools section in both English and Chinese README
- Updated installation requirements and integration guidelines
- Added GitHub repository links for required MCP servers

### Agent Enhancements
- Updated multiple agents to support MCP tool integration
- Enhanced context gathering capabilities with external pattern analysis

## Technical Details
- MCP tools provide faster analysis through direct codebase indexing
- Automatic fallback to traditional bash/CLI tools when MCP unavailable
- Enhanced pattern recognition and similarity detection capabilities

🧪 **Experimental**: MCP integration is currently experimental and optional

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
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catlog22
2025-09-28 16:40:01 +08:00
parent 075b4d1bbc
commit a4b32f23b8
15 changed files with 322 additions and 30 deletions
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.claude/agents/conceptual-planning-agent.md
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@@ -86,17 +86,17 @@ def handle_brainstorm_assignment(prompt):
### Role-Specific Analysis Dimensions
| Role | Primary Dimensions | Focus Areas |
|------|-------------------|--------------|
| system-architect | architecture_patterns, scalability_analysis, integration_points | Technical design and system structure |
| ui-designer | user_flow_patterns, component_reuse, design_system_compliance | UI/UX patterns and consistency |
| business-analyst | process_optimization, cost_analysis, efficiency_metrics, workflow_patterns | Business process and ROI |
| data-architect | data_models, flow_patterns, storage_optimization | Data structure and flow |
| security-expert | vulnerability_assessment, threat_modeling, compliance_check | Security risks and compliance |
| user-researcher | usage_patterns, pain_points, behavior_analysis | User behavior and needs |
| product-manager | feature_alignment, market_fit, competitive_analysis | Product strategy and positioning |
| innovation-lead | emerging_patterns, technology_trends, disruption_potential | Innovation opportunities |
| feature-planner | implementation_complexity, dependency_mapping, risk_assessment | Development planning |
| Role | Primary Dimensions | Focus Areas | Exa Usage |
|------|-------------------|--------------|-----------|
| system-architect | architecture_patterns, scalability_analysis, integration_points | Technical design and system structure | `mcp__exa__get_code_context_exa("microservices patterns")` |
| ui-designer | user_flow_patterns, component_reuse, design_system_compliance | UI/UX patterns and consistency | `mcp__exa__get_code_context_exa("React design system patterns")` |
| business-analyst | process_optimization, cost_analysis, efficiency_metrics, workflow_patterns | Business process and ROI | `mcp__exa__get_code_context_exa("business workflow automation")` |
| data-architect | data_models, flow_patterns, storage_optimization | Data structure and flow | `mcp__exa__get_code_context_exa("database schema patterns")` |
| security-expert | vulnerability_assessment, threat_modeling, compliance_check | Security risks and compliance | `mcp__exa__get_code_context_exa("security authentication patterns")` |
| user-researcher | usage_patterns, pain_points, behavior_analysis | User behavior and needs | `mcp__exa__get_code_context_exa("user research methodologies")` |
| product-manager | feature_alignment, market_fit, competitive_analysis | Product strategy and positioning | `mcp__exa__get_code_context_exa("product management frameworks")` |
| innovation-lead | emerging_patterns, technology_trends, disruption_potential | Innovation opportunities | `mcp__exa__get_code_context_exa("emerging technology trends")` |
| feature-planner | implementation_complexity, dependency_mapping, risk_assessment | Development planning | `mcp__exa__get_code_context_exa("agile development patterns")` |
### Output Integration