Implements updateTask command to update a single task instead of all tasks as of a certain one. Useful when iterating and R&D'ing bit by bit and needing more research after what has been done.
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@@ -5,38 +5,38 @@
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# Priority: medium
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# Description: Extend Task Master to function as an MCP server by leveraging FastMCP's JavaScript/TypeScript implementation for efficient context management services.
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# Details:
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This task involves implementing the Model Context Protocol server capabilities within Task Master using FastMCP. The implementation should:
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This task involves implementing the Model Context Protocol server capabilities within Task Master. The implementation should:
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1. Use FastMCP to create the MCP server module (`mcp-server.ts` or equivalent)
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2. Implement the required MCP endpoints using FastMCP:
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1. Create a new module `mcp-server.js` that implements the core MCP server functionality
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2. Implement the required MCP endpoints:
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- `/context` - For retrieving and updating context
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- `/models` - For listing available models
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- `/execute` - For executing operations with context
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3. Utilize FastMCP's built-in features for context management, including:
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- Efficient context storage and retrieval
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- Context windowing and truncation
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- Metadata and tagging support
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4. Add authentication and authorization mechanisms using FastMCP capabilities
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5. Implement error handling and response formatting as per MCP specifications
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6. Configure Task Master to enable/disable MCP server functionality via FastMCP settings
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7. Add documentation on using Task Master as an MCP server with FastMCP
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8. Ensure compatibility with existing MCP clients by adhering to FastMCP's compliance features
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9. Optimize performance using FastMCP tools, especially for context retrieval operations
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10. Add logging for MCP server operations using FastMCP's logging utilities
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3. Develop a context management system that can:
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- Store and retrieve context data efficiently
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- Handle context windowing and truncation when limits are reached
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- Support context metadata and tagging
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4. Add authentication and authorization mechanisms for MCP clients
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5. Implement proper error handling and response formatting according to MCP specifications
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6. Create configuration options in Task Master to enable/disable the MCP server functionality
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7. Add documentation for how to use Task Master as an MCP server
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8. Ensure the implementation is compatible with existing MCP clients
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9. Optimize for performance, especially for context retrieval operations
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10. Add logging for MCP server operations
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The implementation should follow RESTful API design principles and leverage FastMCP's concurrency handling for multiple client requests. Consider using TypeScript for better type safety and integration with FastMCP[1][2].
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The implementation should follow RESTful API design principles and should be able to handle concurrent requests from multiple clients.
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# Test Strategy:
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Testing for the MCP server functionality should include:
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1. Unit tests:
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- Test each MCP endpoint handler function independently using FastMCP
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- Verify context storage and retrieval mechanisms provided by FastMCP
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- Test each MCP endpoint handler function independently
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- Verify context storage and retrieval mechanisms
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- Test authentication and authorization logic
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- Validate error handling for various failure scenarios
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2. Integration tests:
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- Set up a test MCP server instance using FastMCP
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- Set up a test MCP server instance
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- Test complete request/response cycles for each endpoint
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- Verify context persistence across multiple requests
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- Test with various payload sizes and content types
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@@ -44,11 +44,11 @@ Testing for the MCP server functionality should include:
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3. Compatibility tests:
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- Test with existing MCP client libraries
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- Verify compliance with the MCP specification
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- Ensure backward compatibility with any MCP versions supported by FastMCP
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- Ensure backward compatibility with any MCP versions supported
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4. Performance tests:
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- Measure response times for context operations with various context sizes
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- Test concurrent request handling using FastMCP's concurrency tools
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- Test concurrent request handling
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- Verify memory usage remains within acceptable limits during extended operation
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5. Security tests:
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@@ -79,7 +79,7 @@ Testing approach:
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- Test basic error handling with invalid requests
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## 2. Implement Context Management System [done]
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### Dependencies: [32m[1m23.1[22m[39m
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### Dependencies: 23.1
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### Description: Develop a robust context management system that can efficiently store, retrieve, and manipulate context data according to the MCP specification.
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### Details:
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Implementation steps:
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@@ -100,7 +100,7 @@ Testing approach:
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- Test persistence mechanisms with simulated failures
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## 3. Implement MCP Endpoints and API Handlers [done]
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### Dependencies: [32m[1m23.1[22m[39m, [32m[1m23.2[22m[39m
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### Dependencies: 23.1, 23.2
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### Description: Develop the complete API handlers for all required MCP endpoints, ensuring they follow the protocol specification and integrate with the context management system.
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### Details:
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Implementation steps:
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@@ -126,7 +126,7 @@ Testing approach:
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- Benchmark endpoint performance
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## 4. Implement Authentication and Authorization System [pending]
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### Dependencies: [32m[1m23.1[22m[39m, [32m[1m23.3[22m[39m
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### Dependencies: 23.1, 23.3
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### Description: Create a secure authentication and authorization mechanism for MCP clients to ensure only authorized applications can access the MCP server functionality.
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### Details:
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Implementation steps:
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@@ -148,7 +148,7 @@ Testing approach:
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- Verify audit logs contain appropriate information
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## 5. Optimize Performance and Finalize Documentation [pending]
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### Dependencies: [32m[1m23.1[22m[39m, [32m[1m23.2[22m[39m, [32m[1m23.3[22m[39m, [31m[1m23.4[22m[39m
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### Dependencies: 23.1, 23.2, 23.3, 23.4
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### Description: Optimize the MCP server implementation for performance, especially for context retrieval operations, and create comprehensive documentation for users.
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### Details:
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Implementation steps:
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