{"id":"wcgw","name":"WCGW","homepage":"https://github.com/rusiaaman/wcgw","repo_url":"https://github.com/rusiaaman/wcgw","category":"developer-tools","subcategories":["shell-access","code-editing","local-execution"],"tags":["shell","terminal","bash","zsh","code-editing","mcp","local","python","file-operations","coding-agent"],"what_it_does":"An MCP server that gives AI assistants like Claude a fully interactive shell and file editing environment on the local machine, supporting concurrent background commands, syntax-checked code edits, project context loading, and three operational modes from read-only architect to full shell access.","use_cases":["Giving Claude Desktop or other MCP clients full shell and filesystem access for autonomous coding tasks","Running interactive terminal sessions with ANSI support as part of AI-driven workflows","Safe read-only code exploration in architect mode before switching to code-writer mode","Context-preserving task handoffs via saved project context files"],"not_for":["Remote or sandboxed execution environments (runs directly on local machine with full access)","Teams needing audit logs or access controls over shell operations","Windows users not using WSL"],"best_when":"You want Claude to have genuine shell and editor access on your local machine to autonomously execute, test, and iterate on code with minimal interruptions.","avoid_when":"You need sandboxed or remote execution, or you're uncomfortable granting an AI agent unrestricted shell access to your system.","alternatives":["claude-code","computer-use","e2b-mcp","modal-mcp"],"af_score":77.0,"security_score":45.0,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github","github_awesome"],"priority":"low","status":"evaluated","version_evaluated":"5.6.1","last_evaluated":"2026-03-01T09:50:06.393317+00:00","performance":{"latency_p50_ms":null,"latency_p99_ms":null,"uptime_sla_percent":null,"rate_limits":null,"data_source":"llm_estimated","measured_on":null}}