claude-task-master/.cursor/rules/mcp.mdc

---
description: Guidelines for implementing and interacting with the Task Master MCP Server
globs: mcp-server/src/**/*, scripts/modules/**/*
alwaysApply: false
---

# Task Master MCP Server Guidelines

This document outlines the architecture and implementation patterns for the Task Master Model Context Protocol (MCP) server, designed for integration with tools like Cursor.

## Architecture Overview (See also: [`architecture.mdc`](mdc:.cursor/rules/architecture.mdc))

The MCP server acts as a bridge between external tools (like Cursor) and the core Task Master CLI logic. It leverages FastMCP for the server framework.

- **Flow**: `External Tool (Cursor)` <-> `FastMCP Server` <-> `MCP Tools` (`mcp-server/src/tools/*.js`) <-> `Core Logic Wrappers` (`mcp-server/src/core/task-master-core.js`) <-> `Core Modules` (`scripts/modules/*.js`)
- **Goal**: Provide a performant and reliable way for external tools to interact with Task Master functionality without directly invoking the CLI for every operation.

## Key Principles

- **Prefer Direct Function Calls**: For optimal performance and error handling, MCP tools should utilize direct function wrappers defined in [`task-master-core.js`](mdc:mcp-server/src/core/task-master-core.js). These wrappers call the underlying logic from the core modules (e.g., [`task-manager.js`](mdc:scripts/modules/task-manager.js)).
- **Standard Tool Execution Pattern**:
    - The `execute` method within each MCP tool (in `mcp-server/src/tools/*.js`) should:
        1.  Call the corresponding `*Direct` function wrapper (e.g., `listTasksDirect`) from [`task-master-core.js`](mdc:mcp-server/src/core/task-master-core.js), passing necessary arguments and the logger.
        2.  Receive the result object (typically `{ success, data/error, fromCache }`).
        3.  Pass this result object to the `handleApiResult` utility (from [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js)) for standardized response formatting and error handling.
        4.  Return the formatted response object provided by `handleApiResult`.
- **CLI Execution as Fallback**: The `executeTaskMasterCommand` utility in [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js) allows executing commands via the CLI (`task-master ...`). This should **only** be used as a fallback if a direct function wrapper is not yet implemented or if a specific command intrinsically requires CLI execution.
- **Centralized Utilities** (See also: [`utilities.mdc`](mdc:.cursor/rules/utilities.mdc)):
    - Use `findTasksJsonPath` (in [`task-master-core.js`](mdc:mcp-server/src/core/task-master-core.js)) *within direct function wrappers* to locate the `tasks.json` file consistently.
    - **Leverage MCP Utilities**: The file [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js) contains essential helpers for MCP tool implementation:
        - `getProjectRoot`: Normalizes project paths.
        - `handleApiResult`: Takes the raw result from a `*Direct` function and formats it into a standard MCP success or error response, automatically handling data processing via `processMCPResponseData`. This is called by the tool's `execute` method.
        - `createContentResponse`/`createErrorResponse`: Used by `handleApiResult` to format successful/error MCP responses.
        - `processMCPResponseData`: Filters/cleans data (e.g., removing `details`, `testStrategy`) before it's sent in the MCP response. Called by `handleApiResult`.
        - `getCachedOrExecute`: **Used inside `*Direct` functions** in `task-master-core.js` to implement caching logic.
        - `executeTaskMasterCommand`: Fallback for executing CLI commands.
- **Caching**: To improve performance for frequently called read operations (like `listTasks`, `showTask`, `nextTask`), a caching layer using `lru-cache` is implemented.
    - **Caching logic resides *within* the direct function wrappers** in [`task-master-core.js`](mdc:mcp-server/src/core/task-master-core.js) using the `getCachedOrExecute` utility from [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js).
    - Generate unique cache keys based on function arguments that define a distinct call (e.g., file path, filters).
    - The `getCachedOrExecute` utility handles checking the cache, executing the core logic function on a cache miss, storing the result, and returning the data along with a `fromCache` flag.
    - Cache statistics can be monitored using the `cacheStats` MCP tool (implemented via `getCacheStatsDirect`).
    - **Caching should generally be applied to read-only operations** that don't modify the `tasks.json` state. Commands like `set-status`, `add-task`, `update-task`, `parse-prd`, `add-dependency` should *not* be cached as they change the underlying data.

## Resources and Resource Templates

Resources and resource templates are an important part of the FastMCP architecture that allow for exposing data to LLM clients without needing to execute tools.

### Resource Implementation

- **Purpose**: Resources provide LLMs with static or dynamic data that can be referenced directly without executing a tool.
- **Current Implementation**: In [`mcp-server/src/index.js`](mdc:mcp-server/src/index.js), resources are currently initialized as empty objects:
  ```javascript
  this.server.addResource({});
  this.server.addResourceTemplate({});
  ```

- **Proper Implementation**: Resources should be implemented using the `@mcp.resource()` decorator pattern in a dedicated directory (e.g., `mcp-server/src/core/resources/`).

- **Resource Types for Task Master**:
  - **Task Templates**: Predefined task structures that can be used as starting points
  - **Workflow Definitions**: Reusable workflow patterns for common task sequences
  - **Project Metadata**: Information about active projects and their attributes
  - **User Preferences**: Stored user settings for task management

- **Resource Implementation Example**:
  ```javascript
  // mcp-server/src/core/resources/task-templates.js
  import { taskTemplates } from '../data/templates.js';

  export function registerTaskTemplateResources(server) {
    server.addResource({
      name: "tasks://templates/{templateId}",
      description: "Access predefined task templates",
      parameters: {
        templateId: {
          type: "string",
          description: "ID of the task template"
        }
      },
      execute: async ({ templateId }) => {
        const template = taskTemplates[templateId];
        if (!template) {
          return { 
            status: 404,
            content: { error: `Template ${templateId} not found` }
          };
        }
        return {
          status: 200,
          content: template
        };
      }
    });

    // Register all templates as a collection resource
    server.addResource({
      name: "tasks://templates",
      description: "List all available task templates",
      execute: async () => {
        return {
          status: 200,
          content: Object.keys(taskTemplates).map(id => ({
            id,
            name: taskTemplates[id].name,
            description: taskTemplates[id].description
          }))
        };
      }
    });
  }
  ```

### Resource Templates Implementation

- **Purpose**: Resource templates allow for dynamic generation of resources based on patterns.
- **Implementation Example**:
  ```javascript
  // mcp-server/src/core/resources/task-templates.js
  export function registerTaskTemplateResourceTemplates(server) {
    server.addResourceTemplate({
      pattern: "tasks://create/{taskType}",
      description: "Generate a task creation template based on task type",
      parameters: {
        taskType: {
          type: "string",
          description: "Type of task to create (e.g., 'feature', 'bug', 'docs')"
        }
      },
      execute: async ({ taskType }) => {
        // Generate a dynamic template based on taskType
        const template = generateTemplateForTaskType(taskType);
        
        if (!template) {
          return { 
            status: 404,
            content: { error: `No template available for task type: ${taskType}` }
          };
        }
        
        return {
          status: 200,
          content: template
        };
      }
    });
  }
  ```

### Resource Registration in Server Initialization

Resources and resource templates should be registered during server initialization:

```javascript
// mcp-server/src/index.js
import { registerTaskTemplateResources, registerTaskTemplateResourceTemplates } from './core/resources/task-templates.js';
import { registerWorkflowResources } from './core/resources/workflow-definitions.js';
import { registerProjectMetadataResources } from './core/resources/project-metadata.js';

class TaskMasterMCPServer {
  constructor() {
    // ... existing constructor code ...
    
    this.server = new FastMCP(this.options);
    this.initialized = false;
    
    // Resource registration will be done in init()
    
    // ... rest of constructor ...
  }
  
  async init() {
    if (this.initialized) return;
    
    // Register resources before tools
    registerTaskTemplateResources(this.server);
    registerTaskTemplateResourceTemplates(this.server);
    registerWorkflowResources(this.server);
    registerProjectMetadataResources(this.server);
    
    // Register Task Master tools
    registerTaskMasterTools(this.server);
    
    this.initialized = true;
    return this;
  }
  
  // ... rest of class ...
}
```

### Best Practices for Resources

1. **Organization**: Create a dedicated `resources` directory with separate modules for each resource category.
2. **Validation**: Validate input parameters and return appropriate error responses.
3. **Caching**: Consider caching resource responses if they are expensive to generate.
4. **Documentation**: Include clear descriptions for all resources and their parameters.
5. **URI Structure**: Use consistent URI patterns (`resource-type://path/to/resource`) for all resources.
6. **Error Handling**: Return standard HTTP-like status codes (200, 404, etc.) for resource responses.
7. **Resource Registration**: Register resources before tools during server initialization.

Resources enable LLMs to access contextual information without needing to execute tools, which can significantly improve performance and user experience. Properly implemented resources complement tools to create a comprehensive MCP server.

## Implementing MCP Support for a Command

Follow these steps to add MCP support for an existing Task Master command (see [`new_features.mdc`](mdc:.cursor/rules/new_features.mdc) for more detail):

1.  **Ensure Core Logic Exists**: Verify the core functionality is implemented and exported from the relevant module in `scripts/modules/`.

2.  **Create Direct Function File in `mcp-server/src/core/direct-functions/`**:
    - Create a new file (e.g., `your-command.js`) in the `direct-functions` directory using **kebab-case** for file naming.
    - Import necessary core functions from Task Master modules (e.g., `../../../../scripts/modules/task-manager.js`).
    - Import utilities: `findTasksJsonPath` from `../utils/path-utils.js` and `getCachedOrExecute` from `../../tools/utils.js` if needed.
    - Implement `async function yourCommandDirect(args, log)` using **camelCase** with `Direct` suffix:
        - Parse `args` and determine necessary inputs (e.g., `tasksPath` via `findTasksJsonPath`).
        - **If Caching**:
            - Generate a unique `cacheKey` based on arguments defining the operation.
            - Define an `async` function `coreActionFn` containing the call to the core logic.
            - Call `const result = await getCachedOrExecute({ cacheKey, actionFn: coreActionFn, log });`.
        - **If Not Caching**:
            - Directly call the core logic function within a try/catch block.
        - Format the return as `{ success: true/false, data/error, fromCache: boolean }`.
    - Export the wrapper function.

3.  **Update `task-master-core.js` with Import/Export**:
    - Import your direct function: `import { yourCommandDirect } from './direct-functions/your-command.js';`
    - Re-export it in the exports section.
    - Add it to the `directFunctions` map: `yourCommand: yourCommandDirect`.

4.  **Create MCP Tool (`mcp-server/src/tools/`)**:
    - Create a new file (e.g., `your-command.js`) using **kebab-case**.
    - Import `z` for schema definition.
    - Import `handleApiResult` from `./utils.js`.
    - Import the `yourCommandDirect` wrapper function from `../core/task-master-core.js`.
    - Implement `registerYourCommandTool(server)` using **camelCase** with `Tool` suffix.
    - Define the tool `name` using **snake_case** (e.g., `your_command`).

5.  **Register Tool**: Import and call `registerYourCommandTool` in `mcp-server/src/tools/index.js`.

6.  **Update `mcp.json`**: Add the new tool definition to the `tools` array in `.cursor/mcp.json`.

## Handling Responses

- MCP tools should return the object generated by `handleApiResult`.
- `handleApiResult` uses `createContentResponse` or `createErrorResponse` internally.
- `handleApiResult` also uses `processMCPResponseData` by default to filter potentially large fields (`details`, `testStrategy`) from task data. Provide a custom processor function to `handleApiResult` if different filtering is needed.
- The final JSON response sent to the MCP client will include the `fromCache` boolean flag (obtained from the `*Direct` function's result) alongside the actual data (e.g., `{ "fromCache": true, "data": { ... } }` or `{ "fromCache": false, "data": { ... } }`).

## Parameter Type Handling

- **Prefer Direct Function Calls**: For optimal performance and error handling, MCP tools should utilize direct function wrappers defined in [`task-master-core.js`](mdc:mcp-server/src/core/task-master-core.js). These wrappers call the underlying logic from the core modules (e.g., [`task-manager.js`](mdc:scripts/modules/task-manager.js)).
- **Standard Tool Execution Pattern**:
    - The `execute` method within each MCP tool (in `mcp-server/src/tools/*.js`) should:
        1.  Call the corresponding `*Direct` function wrapper (e.g., `listTasksDirect`) from [`task-master-core.js`](mdc:mcp-server/src/core/task-master-core.js), passing necessary arguments and the logger.
        2.  Receive the result object (typically `{ success, data/error, fromCache }`).
        3.  Pass this result object to the `handleApiResult` utility (from [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js)) for standardized response formatting and error handling.
        4.  Return the formatted response object provided by `handleApiResult`.
- **CLI Execution as Fallback**: The `executeTaskMasterCommand` utility in [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js) allows executing commands via the CLI (`task-master ...`). This should **only** be used as a fallback if a direct function wrapper is not yet implemented or if a specific command intrinsically requires CLI execution.
- **Centralized Utilities** (See also: [`utilities.mdc`](mdc:.cursor/rules/utilities.mdc)):
    - Use `findTasksJsonPath` (in [`task-master-core.js`](mdc:mcp-server/src/core/task-master-core.js)) *within direct function wrappers* to locate the `tasks.json` file consistently.
    - **Leverage MCP Utilities**: The file [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js) contains essential helpers for MCP tool implementation:
        - `getProjectRoot`: Normalizes project paths.
        - `handleApiResult`: Takes the raw result from a `*Direct` function and formats it into a standard MCP success or error response, automatically handling data processing via `processMCPResponseData`. This is called by the tool's `execute` method.
        - `createContentResponse`/`createErrorResponse`: Used by `handleApiResult` to format successful/error MCP responses.
        - `processMCPResponseData`: Filters/cleans data (e.g., removing `details`, `testStrategy`) before it's sent in the MCP response. Called by `handleApiResult`.
        - `getCachedOrExecute`: **Used inside `*Direct` functions** in `task-master-core.js` to implement caching logic.
        - `executeTaskMasterCommand`: Fallback for executing CLI commands.
- **Caching**: To improve performance for frequently called read operations (like `listTasks`, `showTask`, `nextTask`), a caching layer using `lru-cache` is implemented.
    - **Caching logic resides *within* the direct function wrappers** in [`task-master-core.js`](mdc:mcp-server/src/core/task-master-core.js) using the `getCachedOrExecute` utility from [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js).
    - Generate unique cache keys based on function arguments that define a distinct call (e.g., file path, filters).
    - The `getCachedOrExecute` utility handles checking the cache, executing the core logic function on a cache miss, storing the result, and returning the data along with a `fromCache` flag.
    - Cache statistics can be monitored using the `cacheStats` MCP tool (implemented via `getCacheStatsDirect`).
    - **Caching should generally be applied to read-only operations** that don't modify the `tasks.json` state. Commands like `set-status`, `add-task`, `update-task`, `parse-prd`, `add-dependency` should *not* be cached as they change the underlying data.

**MCP Tool Implementation Checklist**:

1. **Core Logic Verification**:
   - [ ] Confirm the core function is properly exported from its module (e.g., `task-manager.js`)
   - [ ] Identify all required parameters and their types

2. **Direct Function Wrapper**:
   - [ ] Create the `*Direct` function in `task-master-core.js`
   - [ ] Handle all parameter validations and type conversions
   - [ ] Implement path resolving for relative paths
   - [ ] Add appropriate error handling with standardized error codes
   - [ ] Add to `directFunctions` map

3. **MCP Tool Implementation**:
   - [ ] Create new file in `mcp-server/src/tools/` with kebab-case naming
   - [ ] Define zod schema for all parameters
   - [ ] Implement the `execute` method following the standard pattern
   - [ ] Register tool in `mcp-server/src/tools/index.js`

4. **Testing**:
   - [ ] Write unit tests for the direct function wrapper
   - [ ] Write integration tests for the MCP tool

## Standard Error Codes

- **Standard Error Codes**: Use consistent error codes across direct function wrappers
  - `INPUT_VALIDATION_ERROR`: For missing or invalid required parameters
  - `FILE_NOT_FOUND_ERROR`: For file system path issues
  - `CORE_FUNCTION_ERROR`: For errors thrown by the core function
  - `UNEXPECTED_ERROR`: For all other unexpected errors

- **Error Object Structure**:
  ```javascript
  {
    success: false,
    error: {
      code: 'ERROR_CODE',
      message: 'Human-readable error message'
    },
    fromCache: false
  }
  ```

- **MCP Tool Logging Pattern**:
  - ✅ DO: Log the start of execution with arguments (sanitized if sensitive)
  - ✅ DO: Log successful completion with result summary
  - ✅ DO: Log all error conditions with appropriate log levels
  - ✅ DO: Include the cache status in result logs
  - ❌ DON'T: Log entire large data structures or sensitive information

- The MCP server integrates with Task Master core functions through three layers:
  1. Tool Definitions (`mcp-server/src/tools/*.js`) - Define parameters and execute methods
  2. Direct Function Wrappers (`task-master-core.js`) - Handle validation, path resolution, and caching
  3. Core Logic Functions (various modules) - Implement actual functionality

- This layered approach provides:
  - Clear separation of concerns
  - Consistent parameter validation
  - Centralized error handling
  - Performance optimization through caching (for read operations)
  - Standardized response formatting

## MCP Naming Conventions

- **Files and Directories**:
  - ✅ DO: Use **kebab-case** for all file names: `list-tasks.js`, `set-task-status.js`
  - ✅ DO: Use consistent directory structure: `mcp-server/src/tools/` for tool definitions, `mcp-server/src/core/direct-functions/` for direct function implementations

- **JavaScript Functions**:
  - ✅ DO: Use **camelCase** with `Direct` suffix for direct function implementations: `listTasksDirect`, `setTaskStatusDirect`
  - ✅ DO: Use **camelCase** with `Tool` suffix for tool registration functions: `registerListTasksTool`, `registerSetTaskStatusTool`
  - ✅ DO: Use consistent action function naming inside direct functions: `coreActionFn` or similar descriptive name

- **MCP Tool Names**:
  - ✅ DO: Use **snake_case** for tool names exposed to MCP clients: `list_tasks`, `set_task_status`, `parse_prd_document`
  - ✅ DO: Include the core action in the tool name without redundant words: Use `list_tasks` instead of `list_all_tasks`

- **Examples**:
  - File: `list-tasks.js` 
  - Direct Function: `listTasksDirect`
  - Tool Registration: `registerListTasksTool`
  - MCP Tool Name: `list_tasks`

- **Mapping**:
  - The `directFunctions` map in `task-master-core.js` maps the core function name (in camelCase) to its direct implementation:
    ```javascript
    export const directFunctions = {
      list: listTasksDirect,
      setStatus: setTaskStatusDirect,
      // Add more functions as implemented
    };
    ```