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Task orchestrator

Task orchestrator

Model Context Protocol (MCP) server for comprehensive task and feature management, providing AI assistants with a structured, context-efficient way to interact with project data.

42 Tools

Add to Docker Desktop

Version 4.43 or later needs to be installed to add the server automatically

OverviewTools (42)Manual installation
Github repository⁠

Tools

NameDescription
apply_templateApply one or more templates to create sections for a task or feature. ## Purpose Templates provide standardized structure for task and feature documentation. This tool applies templates to an entity, creating sections based on template section definitions. ## Template Application Strategies **Multiple Template Support**: - Apply multiple templates in single operation using templateIds array - Templates applied in array order (later templates' sections appear after earlier ones) - Use single-item array for one template: ["template-uuid"] - Use multiple templates for comprehensive coverage: ["uuid1", "uuid2", "uuid3"] **Template Combination Patterns**: The template system is organized into composable categories: **AI Workflow Instructions** (process guidance): - Local Git Branching Workflow, GitHub PR Workflow - Task Implementation Workflow, Bug Investigation Workflow **Documentation Properties** (information capture): - Technical Approach, Requirements Specification, Context & Background **Process & Quality** (standards and completion): - Testing Strategy, Definition of Done **Recommended Combinations**: - **Development Task**: Technical Approach + Task Implementation Workflow + Testing Strategy - **Bug Fix**: Bug Investigation Workflow + Technical Approach + Definition of Done - **Feature Planning**: Requirements Specification + Context & Background + Testing Strategy - **Complex Implementation**: Technical Approach + Local Git Branching + GitHub PR + Definition of Done ## Context Efficiency Techniques **ALWAYS PREFER** direct creation with templates over separate operations: ``` // EFFICIENT create_task(title: "X", templateIds: ["Y"]) // LESS EFFICIENT id = create_task(title: "X") apply_template(entityId: id, templateIds: ["Y"]) ``` **Multiple Templates in One Call**: ``` // EFFICIENT apply_template(entityId: id, templateIds: ["A", "B", "C"]) // LESS EFFICIENT apply_template(entityId: id, templateIds: ["A"]) apply_template(entityId: id, templateIds: ["B"]) apply_template(entityId: id, templateIds: ["C"]) ``` **Template Sequence Optimization**: 1. Start with Context: Context & Background, Requirements Specification 2. Add Technical Detail: Technical Approach for implementation guidance 3. Include Process Guidance: Task Implementation, Bug Investigation workflows 4. Add Git Workflow: Local Git Branching, GitHub PR workflows 5. Ensure Quality: Testing Strategy, Definition of Done You can apply one or more templates by providing a templateIds array parameter. Use a single-item array for applying just one template. Example successful response for a single template: { "success": true, "message": "Template applied successfully, created 3 sections", "data": { "templateId": "550e8400-e29b-41d4-a716-446655440000", "entityType": "TASK", "entityId": "661e8511-f30c-41d4-a716-557788990000", "sectionsCreated": 3, "sections": [ { "id": "772f9622-g41d-52e5-b827-668899101111", "title": "Requirements", "ordinal": 0 }, { "id": "882f9733-h52e-63f6-c938-779900212222", "title": "Implementation Notes", "ordinal": 1 }, { "id": "993f0844-i63f-74g7-d049-8800a1323333", "title": "Testing Strategy", "ordinal": 2 } ] } } Example successful response for multiple templates: { "success": true, "message": "Applied 2 templates successfully, created 5 sections", "data": { "entityType": "TASK", "entityId": "661e8511-f30c-41d4-a716-557788990000", "totalSectionsCreated": 5, "appliedTemplates": [ { "templateId": "550e8400-e29b-41d4-a716-446655440000", "sectionsCreated": 3, "sections": [ { "id": "772f9622-g41d-52e5-b827-668899101111", "title": "Requirements", "ordinal": 0 }, { "id": "882f9733-h52e-63f6-c938-779900212222", "title": "Implementation Notes", "ordinal": 1 }, { "id": "993f0844-i63f-74g7-d049-8800a1323333", "title": "Testing Strategy", "ordinal": 2 } ] }, { "templateId": "661e8511-f30c-41d4-a716-557788990000", "sectionsCreated": 2, "sections": [ { "id": "772f9622-g41d-52e5-b827-668899101112", "title": "Design Documentation", "ordinal": 3 }, { "id": "882f9733-h52e-63f6-c938-779900212223", "title": "Related Tasks", "ordinal": 4 } ] } ] } } For template application patterns and strategies, see: task-orchestrator://guidelines/template-strategy Common error responses: - VALIDATION_ERROR: When provided parameters fail validation - RESOURCE_NOT_FOUND: When the template or entity doesn't exist - DATABASE_ERROR: When there's an issue applying the template - INTERNAL_ERROR: For unexpected system errors

Manual installation

You can install the MCP server using:

Installation for

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