dbt CLI MCP Server

# Implementation Plan: [Project Name] ## 1. Project Overview ### 1.1 Purpose [Concise statement of what this MCP server will do and why it's valuable] ### 1.2 Core Functionality - [Key capability 1] - [Key capability 2] - [Key capability 3] ### 1.3 Integration Points [Brief description of how this MCP server will be used and what systems it will interact with] ### 1.4 Constraints and Limitations - Rate limits: [Details] - Size limitations: [Details] - Performance requirements: [Details] ## 2. Architecture ### 2.1 Component Diagram ```mermaid flowchart TD A[Client Request] --> B[MCP Server] B --> C[Component 1] B --> D[Component 2] C --> E[External Service] D --> E C --> F[Result Processing] D --> F F --> G[Client Response] ``` ### 2.2 Component Descriptions | Component | Description | Responsibility | |-----------|-------------|----------------| | Component 1 | [Brief description] | [Main responsibilities] | | Component 2 | [Brief description] | [Main responsibilities] | | External Service | [Brief description] | [Main responsibilities] | | Result Processing | [Brief description] | [Main responsibilities] | ## 3. Implementation Tasks *Note: Detailed task definitions will be created in separate files using the [task template](../templates/task_template.md).* - **Task T1: Project Setup** - [Brief description] - **Task T2: [Component 1]** - [Brief description] - **Task T3: [Component 2]** - [Brief description] - **Task T4: Integration** - [Brief description] - **Task T5: Testing** - [Brief description] ## 4. Task Dependencies ```mermaid flowchart TD T1[T1: Project Setup] --> T2[T2: Component 1] T1 --> T3[T3: Component 2] T2 --> T4[T4: Integration] T3 --> T4 T4 --> T5[T5: Testing] ``` ## 5. Testing Approach *Note: Refer to [testing guide](../guides/testing_guide.md) for detailed testing requirements and best practices.* | Test Type | Key Focus Areas | Success Criteria | |-----------|----------------|------------------| | Unit Testing | [Key components to test] | [Success criteria] | | Integration Testing | [Integration points] | [Success criteria] | | End-to-End Testing | [Critical flows] | [Success criteria] | | Edge Case Testing | [Important edge cases] | [Success criteria] | ## 6. Environment Variables | Variable | Purpose | Required | Default | |----------|---------|----------|---------| | API_KEY | Authentication for external service | Yes | None | | TIMEOUT_SECONDS | Request timeout | No | 30 | | DEBUG | Enable debug logging | No | false | ## 7. Challenges and Mitigations | Challenge | Impact | Mitigation | |-----------|--------|------------| | [Challenge 1] | [Impact] | [Mitigation approach] | | [Challenge 2] | [Impact] | [Mitigation approach] | ## 8. References - [Relevant reference 1] - [Relevant reference 2] ## Next Steps 1. Create the work progress log using the [work progress template](../templates/work_progress_log_template.md) 2. Define detailed tasks using the [task template](../templates/task_template.md) 3. Set up project structure following the [project structure guide](../guides/project_structure_guide.md)