by rusiaaman · MCP Server · ★ 655
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Shell and Coding agent for Claude and other mcp clients Empowering chat applications to code, build and run on your local machine. wcgw is an MCP server with tightly integrated shell and code editing tools. ⚠️ Warning: This MCP server provides unfiltered access to your machine's shell and files. It does not restrict LLMs from executing arbitrary commands or making unintended changes. This tool can be misused by attackers or run dangerous commands if the AI hallucinates. Run this repository only if you fully understand and accept the risks associated with running AI agents with no restrictions. As of 2026 the reason you could use is that it provides fully interactive shell experience that you and the agent both can control (including sending key-strokes). Combined with the wcgw vscode extension that attaches the agent's shell in your editor, you can get the best agentic shell experience that is out there. The file editing tricks and the general minimalism also helps agent be more productive. [](https://github.com/rusi
| Stars | 655 |
| Forks | 61 |
| Language | Python |
| Category | MCP Server |
| License | Apache-2.0 |
| Quality Score | 51.622/100 |
| Open Issues | 1 |
| Last Updated | 2026-04-07 |
| Created | 2024-09-20 |
| Platforms | claude-code, cli, mcp, python |
| Est. Tokens | ~181k |
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wcgw is Shell and coding agent on mcp clients. It is categorized as a MCP Server with 655 GitHub stars.
wcgw is primarily written in Python. It covers topics such as agent, ai-agent, ai-coding.
You can find installation instructions and usage details in the wcgw GitHub repository at github.com/rusiaaman/wcgw. The project has 655 stars and 61 forks, indicating an active community.
wcgw is released under the Apache-2.0 license, making it free to use and modify according to the license terms.
The top alternatives to wcgw on Agent Skills Hub include Unity-MCP, linkedin-mcp-server, Overture. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.