Claude Desktop
Desktop · Freemium · Proprietary
Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.
WindowsMacOS
wcgw
rusiaaman/wcgw
wcgw is an MCP server with tightly integrated shell and code editing tools.
Install
uvx --python 3.12 wcgw@latestClient configuration
{
"mcpServers": {
"wcgw": {
"command": "uvx",
"args": [
"--python",
"3.12",
"wcgw@latest"
]
}
}
}- GitHub stars
- 433
- Author
- @rusiaaman
- Category
- Developer Tools, AI Chatbot
- Updated
- Oct 6, 2026
Features
Create, Execute, Iterate: Ask claude to keep running compiler checks till all errors are fixed, or ask it to keep checking for the status of a long running command till it's done.
Large file edit: Supports large file incremental edits to avoid token limit issues. Smartly selects when to do small edits or large rewrite based on % of change needed.
Syntax checking on edits: Reports feedback to the LLM if its edits have any syntax errors, so that it can redo it.
Interactive Command Handling: Supports interactive commands using arrow keys, interrupt, and ansi escape sequences.
File protections:
Shell optimizations:
Saving repo context in a single file: Task checkpointing using "ContextSave" tool saves detailed context in a single file. Tasks can later be resumed in a new chat asking "Resume task id". The saved…
Easily switch between various modes:
Runs in multiplex terminal Use vscode extension or run screen -x to attach to the terminal that the AI runs commands on. See history or interrupt process or interact with the same terminal that AI…
Automatically load CLAUDE.md/AGENTS.md Loads "CLAUDE.md" or "AGENTS.md" file in project root and sends as instructions during initialisation. Instructions in a global "~/.wcgw/CLAUDE.md" or…
Tools (7)
Initialize
Reset shell and set up workspace environment
BashCommand
Execute shell commands with timeout control
ReadFiles
Read content from one or more files
WriteIfEmpty
Create new files or write to empty files
FileEdit
Edit existing files using search/replace blocks
ReadImage
Read image files for display/processing
ContextSave
Save project context and files for Knowledge Transfer or saving task checkpoints to be resumed later
Details on this page are taken from the project's README. Open README
Supported clients
Clients mentioned in this server's README:
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