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Run shell and coding tasks inside MCP clients for development automation.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "wcgw" yet — see the docs or source repo.
Please inspect the current project for a build failure: review package.json and build scripts, run the build command, identify the error, and provide actionable fixes.
A summary of the build failure cause, relevant error logs, and step-by-step fix recommendations.
Help me write a script to traverse all .txt files in the logs directory, count error lines in each file, and export the results to a CSV file.
A runnable script with execution instructions, input directory requirements, and output file format details.
Use shell commands to check the installed versions of Python, Node.js, and Git, then assess whether they meet common web project development requirements; if not, suggest upgrades.
Version check results, compatibility assessment, and recommended installation or upgrade steps.
Give AI coding agents filesystem, Git, database, and compute tools via MCP.
Securely run local programs, file tasks, and network diagnostics from mobile MCP clients.
Map shell commands into standard MCP tools with single-file YAML specs.
Execute shell commands for automation, DevOps tasks, and developer workflows.
Execute local shell commands and manage files from MCP clients.
Provide AI agents with coding standards, testing, planning, and requirements guidance.