{"id":"mukul975-mcp-windows-automation","name":"mcp-windows-automation","homepage":null,"repo_url":"https://github.com/mukul975/mcp-windows-automation","category":"automation","subcategories":[],"tags":["mcp","windows","automation","ai","desktop","system-administration","python"],"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.","use_cases":["AI-assisted Windows desktop automation (open apps, manage processes/services)","File management tasks (copy/move/search/backup) triggered by natural language","Web/browser automation for repetitive interactions and extraction (where supported)","Office automation for generating reports/documents (where supported)","Screen capture / OCR-style workflows (where supported)"],"not_for":["Highly regulated environments without thorough security review and hardening","Production-grade automation requiring strong authentication, auditing, and least-privilege by default","Use cases that require stable, well-specified API contracts for programmatic integration beyond MCP clients"],"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.","alternatives":["Windows-native automation frameworks (PowerShell + scheduled tasks)","UI automation tools (e.g., WinAppDriver/AutoIt) with custom adapters","Other MCP tool servers or agent tool frameworks that expose narrower, audited scopes","RPA platforms (e.g., Microsoft Power Automate Desktop, UiPath) for enterprise governance"],"af_score":35.0,"security_score":35.2,"reliability_score":30.0,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T15:37:43.450728+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"README/docs shown do not describe authentication/authorization mechanisms for the MCP server. The integration appears designed to run locally and be controlled by the MCP client process."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"MIT-licensed open-source package; no pricing information provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":35.0,"security_score":35.2,"reliability_score":30.0,"mcp_server_quality":45.0,"documentation_accuracy":55.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":20.0,"rate_limit_clarity":0.0,"tls_enforcement":40.0,"auth_strength":20.0,"scope_granularity":25.0,"dependency_hygiene":55.0,"secret_handling":45.0,"security_notes":"README claims 'command filtering' and 'safe execution' and says no credential storage, but the provided materials do not specify authentication/authorization for MCP access, detailed scope granularity, audit logging, or the exact safety-filter implementation. Windows automation capabilities plus large dependency set (selenium/opencv/scikit-learn/pandas/etc.) warrant careful review, least-privilege execution, and containment.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":50.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_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."]}}