Files
claude-task-master/.cursor/rules/mcp.mdc
Eyal Toledano cd4f4e66d7 feat(mcp): Refactor MCP tools for direct function calls & add docs
This commit introduces a major refactoring of the MCP server implementation to prioritize direct function calls over CLI execution, enhancing performance and reliability. It also includes substantial updates to documentation for consistency and interlinking.

**MCP Server & Core Logic Refactoring:**

1.  **Introduce Direct Function Wrappers ():**
    *   Created  to house direct wrappers for core Task Master functions (imported from ).
    *   Implemented  as the first wrapper, calling .
    *   Added  utility within  to centralize  file location logic, removing duplication.
    *   Established the  map for registering these wrappers.

2.  **Enhance MCP Utilities ():**
    *   Added : A primary utility function to streamline MCP tool  methods. It handles logging, argument processing (incl. project root normalization), calling the direct action function (e.g., ), processing results via , and formatting the final MCP response.
    *   Added : Standardizes processing of  objects returned by direct function wrappers.
    *   Added : Filters sensitive/large fields (like , ) from responses sent to the MCP client.
    *   Added , ,  to support the new workflow.
    *   Refactored  to use  internally, simplifying its usage (though it's now primarily a fallback).

3.  **Update MCP Tools (, ):**
    *   Refactored  to use  with , significantly simplifying the tool's  method.
    *   Updated  (initially) to use the improved  (Note: further refactoring to use a direct wrapper for  would follow the  pattern).

**Documentation Enhancements:**

4.  **Comprehensive Interlinking:** Added  links across rule files (, , , , , ) to connect related guidelines, improving navigation.

5.  **Standardize CLI Syntax ():** Removed legacy ℹ️ Initialized Perplexity client with OpenAI compatibility layer examples, reinforcing ℹ️ Initialized Perplexity client with OpenAI compatibility layer
  _____         _      __  __           _
 |_   _|_ _ ___| | __ |  \/  | __ _ ___| |_ ___ _ __
   | |/ _` / __| |/ / | |\/| |/ _` / __| __/ _ \ '__|
   | | (_| \__ \   <  | |  | | (_| \__ \ ||  __/ |
   |_|\__,_|___/_|\_\ |_|  |_|\__,_|___/\__\___|_|

by https://x.com/eyaltoledano
╭────────────────────────────────────────────╮
│                                            │
│   Version: 0.9.30   Project: Task Master   │
│                                            │
╰────────────────────────────────────────────╯

╭─────────────────────╮
│                     │
│   Task Master CLI   │
│                     │
╰─────────────────────╯

╭───────────────────╮
│  Task Generation  │
╰───────────────────╯
    parse-prd                 --input=<file.txt> [--tasks=10]          Generate tasks from a PRD document
    generate                                                           Create individual task files from tasks…

╭───────────────────╮
│  Task Management  │
╰───────────────────╯
    list                      [--status=<status>] [--with-subtas…      List all tasks with their status
    set-status                --id=<id> --status=<status>              Update task status (done, pending, etc.)
    update                    --from=<id> --prompt="<context>"         Update tasks based on new requirements
    add-task                  --prompt="<text>" [--dependencies=…      Add a new task using AI
    add-dependency            --id=<id> --depends-on=<id>              Add a dependency to a task
    remove-dependency         --id=<id> --depends-on=<id>              Remove a dependency from a task

╭──────────────────────────╮
│  Task Analysis & Detail  │
╰──────────────────────────╯
    analyze-complexity        [--research] [--threshold=5]             Analyze tasks and generate expansion re…
    complexity-report         [--file=<path>]                          Display the complexity analysis report
    expand                    --id=<id> [--num=5] [--research] […      Break down tasks into detailed subtasks
    expand --all              [--force] [--research]                   Expand all pending tasks with subtasks
    clear-subtasks            --id=<id>                                Remove subtasks from specified tasks

╭─────────────────────────────╮
│  Task Navigation & Viewing  │
╰─────────────────────────────╯
    next                                                               Show the next task to work on based on …
    show                      <id>                                     Display detailed information about a sp…

╭─────────────────────────╮
│  Dependency Management  │
╰─────────────────────────╯
    validate-dependenci…                                               Identify invalid dependencies without f…
    fix-dependencies                                                   Fix invalid dependencies automatically

╭─────────────────────────╮
│  Environment Variables  │
╰─────────────────────────╯
    ANTHROPIC_API_KEY              Your Anthropic API key                             Required
    MODEL                          Claude model to use                                Default: claude-3-7-sonn…
    MAX_TOKENS                     Maximum tokens for responses                       Default: 4000
    TEMPERATURE                    Temperature for model responses                    Default: 0.7
    PERPLEXITY_API_KEY             Perplexity API key for research                    Optional
    PERPLEXITY_MODEL               Perplexity model to use                            Default: sonar-pro
    DEBUG                          Enable debug logging                               Default: false
    LOG_LEVEL                      Console output level (debug,info,warn,error)       Default: info
    DEFAULT_SUBTASKS               Default number of subtasks to generate             Default: 3
    DEFAULT_PRIORITY               Default task priority                              Default: medium
    PROJECT_NAME                   Project name displayed in UI                       Default: Task Master

  _____         _      __  __           _
 |_   _|_ _ ___| | __ |  \/  | __ _ ___| |_ ___ _ __
   | |/ _` / __| |/ / | |\/| |/ _` / __| __/ _ \ '__|
   | | (_| \__ \   <  | |  | | (_| \__ \ ||  __/ |
   |_|\__,_|___/_|\_\ |_|  |_|\__,_|___/\__\___|_|

by https://x.com/eyaltoledano
╭────────────────────────────────────────────╮
│                                            │
│   Version: 0.9.30   Project: Task Master   │
│                                            │
╰────────────────────────────────────────────╯

╭─────────────────────╮
│                     │
│   Task Master CLI   │
│                     │
╰─────────────────────╯

╭───────────────────╮
│  Task Generation  │
╰───────────────────╯
    parse-prd                 --input=<file.txt> [--tasks=10]          Generate tasks from a PRD document
    generate                                                           Create individual task files from tasks…

╭───────────────────╮
│  Task Management  │
╰───────────────────╯
    list                      [--status=<status>] [--with-subtas…      List all tasks with their status
    set-status                --id=<id> --status=<status>              Update task status (done, pending, etc.)
    update                    --from=<id> --prompt="<context>"         Update tasks based on new requirements
    add-task                  --prompt="<text>" [--dependencies=…      Add a new task using AI
    add-dependency            --id=<id> --depends-on=<id>              Add a dependency to a task
    remove-dependency         --id=<id> --depends-on=<id>              Remove a dependency from a task

╭──────────────────────────╮
│  Task Analysis & Detail  │
╰──────────────────────────╯
    analyze-complexity        [--research] [--threshold=5]             Analyze tasks and generate expansion re…
    complexity-report         [--file=<path>]                          Display the complexity analysis report
    expand                    --id=<id> [--num=5] [--research] […      Break down tasks into detailed subtasks
    expand --all              [--force] [--research]                   Expand all pending tasks with subtasks
    clear-subtasks            --id=<id>                                Remove subtasks from specified tasks

╭─────────────────────────────╮
│  Task Navigation & Viewing  │
╰─────────────────────────────╯
    next                                                               Show the next task to work on based on …
    show                      <id>                                     Display detailed information about a sp…

╭─────────────────────────╮
│  Dependency Management  │
╰─────────────────────────╯
    validate-dependenci…                                               Identify invalid dependencies without f…
    fix-dependencies                                                   Fix invalid dependencies automatically

╭─────────────────────────╮
│  Environment Variables  │
╰─────────────────────────╯
    ANTHROPIC_API_KEY              Your Anthropic API key                             Required
    MODEL                          Claude model to use                                Default: claude-3-7-sonn…
    MAX_TOKENS                     Maximum tokens for responses                       Default: 4000
    TEMPERATURE                    Temperature for model responses                    Default: 0.7
    PERPLEXITY_API_KEY             Perplexity API key for research                    Optional
    PERPLEXITY_MODEL               Perplexity model to use                            Default: sonar-pro
    DEBUG                          Enable debug logging                               Default: false
    LOG_LEVEL                      Console output level (debug,info,warn,error)       Default: info
    DEFAULT_SUBTASKS               Default number of subtasks to generate             Default: 3
    DEFAULT_PRIORITY               Default task priority                              Default: medium
    PROJECT_NAME                   Project name displayed in UI                       Default: Task Master       as the primary CLI.

6.  **Add MCP Architecture & Workflow Sections:** Added detailed sections in  and  explaining MCP server structure and the workflow for adding new MCP tool integrations using the direct function pattern.

7.  **Clarify MCP Role:** Updated  and  to better explain the MCP server's role and its specific utilities.

Overall, this establishes a cleaner, more performant, and maintainable pattern for integrating Task Master functionality with the MCP server, supported by improved documentation.
2025-03-30 00:29:12 -04:00

74 lines
5.9 KiB
Plaintext

---
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)).
- **Use `executeMCPToolAction`**: This utility function in [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js) is the standard wrapper for executing the main logic within an MCP tool's `execute` function. It handles common boilerplate like logging, argument processing, calling the core action (`*Direct` function), and formatting the response.
- **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 (used internally by other utils).
- `handleApiResult`: Standardizes handling results from direct function calls (success/error).
- `createContentResponse`/`createErrorResponse`: Formats successful/error MCP responses.
- `processMCPResponseData`: Filters/cleans data for MCP responses (e.g., removing `details`, `testStrategy`). This is the default processor used by `executeMCPToolAction`.
- `executeMCPToolAction`: The primary wrapper function for tool execution logic.
- `executeTaskMasterCommand`: Fallback for executing CLI commands.
## 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 Wrapper**: In [`task-master-core.js`](mdc:mcp-server/src/core/task-master-core.js):
- Import the core function.
- Create an `async function yourCommandDirect(args, log)` wrapper.
- Inside the wrapper:
- Use `findTasksJsonPath(args, log)` if the command needs the tasks file path.
- Extract and validate arguments from `args`.
- Call the imported core logic function.
- Handle errors using `try/catch`.
- Return a standardized object: `{ success: true, data: result }` or `{ success: false, error: { code: '...', message: '...' } }`.
- Export the wrapper function and add it to the `directFunctions` map.
3. **Create MCP Tool**: In `mcp-server/src/tools/`:
- Create a new file (e.g., `yourCommand.js`).
- Import `z` for parameter schema definition.
- Import `executeMCPToolAction` from [`./utils.js`](mdc:mcp-server/src/tools/utils.js).
- Import the `yourCommandDirect` wrapper function from `../core/task-master-core.js`.
- Implement `registerYourCommandTool(server)`:
- Call `server.addTool`.
- Define `name`, `description`, and `parameters` using `zod`. Include `projectRoot` and `file` as optional parameters if relevant.
- Define the `async execute(args, log)` function.
- Inside `execute`, call `executeMCPToolAction`:
```javascript
return executeMCPToolAction({
actionFn: yourCommandDirect, // The direct function wrapper
args, // Arguments from the tool call
log, // MCP logger instance
actionName: 'Your Command Description', // For logging
// processResult: customProcessor // Optional: if default filtering isn't enough
});
```
4. **Register Tool**: Import and call `registerYourCommandTool` in [`mcp-server/src/tools/index.js`](mdc:mcp-server/src/tools/index.js).
5. **Update `mcp.json`**: Add the new tool definition to the `tools` array in `.cursor/mcp.json`.
## Handling Responses
- MCP tools should return data formatted by `createContentResponse` (which stringifies objects) or `createErrorResponse`.
- The `processMCPResponseData` utility automatically removes potentially large fields like `details` and `testStrategy` from task objects before they are returned. This is the default behavior when using `executeMCPToolAction`. If specific fields need to be preserved or different fields removed, a custom `processResult` function can be passed to `executeMCPToolAction`.