{"id":"mukul975-mcp-windows-automation","name":"mcp-windows-automation","af_score":35.0,"security_score":35.2,"reliability_score":30.0,"what_it_does":"Provides a Model Context Protocol (MCP) server for Windows that allows AI assistants to control and automate Windows desktop/system tasks via natural-language commands, with a plugin-oriented architecture and support for categories like system control, file operations, web automation, and office automation.","best_when":"You want a local Windows MCP endpoint to prototype or run controlled automation with an AI assistant, and you can validate/contain the permissions and safety controls yourself.","avoid_when":"You need guaranteed safety guarantees (formal threat model, access control, auditing), or you cannot grant the server the OS-level capabilities required for automation.","last_evaluated":"2026-03-30T15:37:43.450728+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["No documented API-level contract details (tool schemas, stable error codes) in the provided README, making agent behavior harder to harden.","Automation tools that act on GUI/system state may be non-idempotent (e.g., opening apps, clicking/typing, registry edits).","Running with elevated OS permissions (if required) can turn agent mistakes into real system changes unless additional containment is applied."],"error_quality":0.0}