rusiaaman/wcgw
Shell and coding agent on mcp clients
This tool helps software developers and engineers by integrating a powerful AI coding agent directly into their Claude chat application. It takes your natural language instructions for coding tasks and translates them into shell commands and code edits on your local machine, producing working code and executed commands. Developers can collaborate with the AI, monitor its progress, and even step in directly via a shared terminal.
649 stars. Actively maintained with 4 commits in the last 30 days. Available on PyPI.
Use this if you are a software developer who wants an AI assistant to write, debug, and execute code directly on your local system, handling complex file edits and interactive shell commands.
Not ideal if you are uncomfortable giving an AI unfiltered access to your machine's shell and file system, or if you need to strictly restrict the AI's execution capabilities.
Stars
649
Forks
61
Language
Python
License
Apache-2.0
Category
Last pushed
Feb 11, 2026
Commits (30d)
4
Dependencies
22
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