AiDD (Dev Workflows)

SkyDeckAI Code

An MCP server that provides a comprehensive set of tools for AI-driven development workflows. Features include file system operations, code analysis using tree-sitter for multiple programming languages, code execution, web content fetching with HTML-to-markdown conversion, multi-engine web search, code content searching, and system information retrieval. Designed to enhance AI's capability to assist in software development tasks by providing direct access to both local and remote resources.

Formerly Known As MCP-Server-AIDD

This mcp server was formerly known as mcp-server-aidd. It was renamed to skydeckai-code to credit the team at SkyDeck.ai with creating this application along with East Agile. But more importantly we realized that the term AI Driven Development (AIDD) was just not catching on. People did not understand at a glance what it was about. And nor did LLMs. "Code" was far more intuitive. And linguistically intuitive is important in the world of agentic AI.

Installation

# Using uvx
uvx skydeckai-code

Claude Desktop Setup

Add to your claude_desktop_config.json:

{
    "mcpServers": {
        "skydeckai-code": {
            "command": "uvx",
            "args": ["skydeckai-code"]
        }
    }
}

SkyDeck AI Helper App

If you're using MseeP AI Helper app, you can search for "SkyDeckAI Code" and install it.

Key Features

• File system operations (read, write, edit, move, copy, delete)
• Directory management and traversal
• Multi-language code analysis using tree-sitter
• Code content searching with regex pattern matching
• Multi-language code execution with safety measures
• Web content fetching from APIs and websites with HTML-to-markdown conversion
• Multi-engine web search with reliable fallback mechanisms
• Batch operations for parallel and serial tool execution
• Security controls with configurable workspace boundaries
• Screenshot and screen context tools
• Image handling tools

Available Tools (29)

Category	Tool Name	Description
File System	get_allowed_directory	Get the current working directory path
	update_allowed_directory	Change the working directory
	create_directory	Create a new directory or nested directories
	write_file	Create or overwrite a file with new content
	edit_file	Make line-based edits to a text file
	read_file	Read the contents of one or more files
	list_directory	Get listing of files and directories
	move_file	Move or rename a file or directory
	copy_file	Copy a file or directory to a new location
	search_files	Search for files matching a name pattern
	delete_file	Delete a file or empty directory
	get_file_info	Get detailed file metadata
	directory_tree	Get a recursive tree view of directories
	read_image_file	Read an image file as base64 data
Code Tools	codebase_mapper	Analyze code structure across files
	search_code	Find text patterns in code files
	execute_code	Run code in various languages
	execute_shell_script	Run shell/bash scripts
Web Tools	web_fetch	Get content from a URL
	web_search	Perform a web search
Screen Tools	capture_screenshot	Take a screenshot of screen or window
	get_active_apps	List running applications
	get_available_windows	List all open windows
System	get_system_info	Get detailed system information
Utility	batch_tools	Run multiple tool operations together
	think	Document reasoning without making changes
Todo	todo_read	Read current workspace todo list
	todo_write	Replace entire todo list with validation
	todo_update	Update specific todo item by ID

Detailed Tool Documentation

Basic File Operations

Tool	Parameters	Returns
read_file	files: [{path: string, offset?: integer, limit?: integer}]	File content (single or multiple files)
write_file	path: string, content: string	Success confirmation
move_file	source: string, destination: string	Success confirmation
copy_file	source: string, destination: string, recursive?: boolean	Success confirmation
delete_file	path: string	Success confirmation
get_file_info	path: string	File metadata (size, timestamps, permissions)

Complex File Operations

edit_file

Pattern-based file editing with preview support:

{
    "path": "src/main.py",
    "edits": [
        {
            "oldText": "def old_function():",
            "newText": "def new_function():"
        }
    ],
    "dryRun": false,
    "options": {
        "partialMatch": true
    }
}

Returns: Diff of changes or preview in dry run mode.

Directory Operations

Tool	Parameters	Returns
get_allowed_directory	none	Current allowed directory path
update_allowed_directory	directory: string (absolute path)	Success confirmation
list_directory	path: string	Directory contents list
create_directory	path: string	Success confirmation
search_files	pattern: string, path?: string, include_hidden?: boolean	Matching files list

The search_files tool searches for files by name pattern, while the search_code tool searches within file contents using regex. Use search_files when looking for files with specific names or extensions, and search_code when searching for specific text patterns inside files.

directory_tree

Generates complete directory structure:

{
    "path": "src",
    "include_hidden": false
}

Returns: JSON tree structure of directory contents.

Code Analysis

codebase_mapper

Analyzes source code structure:

{
    "path": "src"
}

Returns:

• Classes and their methods
• Functions and parameters
• Module structure
• Code organization statistics
• Inheritance relationships

Supported Languages:

• Python (.py)
• JavaScript (.js/.jsx, .mjs, .cjs)
• TypeScript (.ts/.tsx)
• Java (.java)
• C++ (.cpp, .hpp, .cc)
• Ruby (.rb, .rake)
• Go (.go)
• Rust (.rs)
• PHP (.php)
• C# (.cs)
• Kotlin (.kt, .kts)

search_code

Fast content search tool using regular expressions:

{
    "patterns": ["function\\s+\\w+", "class\\s+\\w+"],
    "include": "*.js",
    "exclude": "node_modules/**",
    "max_results": 50,
    "case_sensitive": false,
    "path": "src"
}

Parameters:

Parameter	Type	Required	Description
patterns	array of strings	Yes	List of regular expression patterns to search for in file contents
include	string	No	File pattern to include (glob syntax, default: "*")
exclude	string	No	File pattern to exclude (glob syntax, default: "")
max_results	integer	No	Maximum results to return per pattern (default: 100)
case_sensitive	boolean	No	Whether search is case-sensitive (default: false)
path	string	No	Base directory to search from (default: ".")

Returns: Matching lines grouped by file with line numbers, sorted by file modification time with newest files first.

This tool uses ripgrep when available for optimal performance, with a Python fallback implementation. It's ideal for finding specific code patterns like function declarations, imports, variable usages, or error handling.

System Information

| Tool | Paramete

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README truncated. View full README on GitHub.