wcgw
Active·★ 660·Updated 2026-04-29
★ Trending
Shell and coding agent on mcp clients
wcgw is an AI agent that acts as an MCP server, integrating powerful shell and code editing tools. It empowers chat applications like Claude to interact with your local machine, allowing for code generation, execution, and debugging.
#AI Agent#Shell#Code Generation#Developer Tools#MCP#Coding
01
Features
01Create, Execute, Iterate: Allows AI to continuously run compiler checks or monitor long-running commands.
02Large File Editing: Supports incremental edits for large files to avoid token limits and intelligently applies changes.
03Syntax Checking on Edits: Reports syntax errors back to the LLM for self-correction.
04Context Saving & Checkpointing: Enables saving detailed project context for task resumption or knowledge transfer.
05Flexible Operating Modes: Offers 'architect', 'code-writer', and 'wcgw' modes for various workflows.
02
Compatibility
Claude
Native
Verified via docs
MCP
Native
Verified via docs
VS Code
Supported
Verified via docs
03
Quick start
1
$ uvx wcgw@latest
04
Use cases
↳Automate software development tasks like solving problems, creating test cases, running tests, and fixing issues in a temporary environment.
↳Clone a repository, understand its structure, set up the development environment, and build the project.
↳Develop and deploy web applications (e.g., Go, HTMX, Tailwind) and verify functionality via a browser.
05
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