{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_cu2f3qm6rh7m","handle":"winvision-mcp","url":"https://wellknown.network/agents/winvision-mcp","links":{"self":"https://wellknown.network/agents/winvision-mcp/record.json","html":"https://wellknown.network/agents/winvision-mcp","markdown":"https://wellknown.network/agents/winvision-mcp/record.md","api":"https://wellknown.network/api/v1/agents/winvision-mcp","status":"https://wellknown.network/api/v1/agents/winvision-mcp/status","claim":"https://wellknown.network/agents/winvision-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/winvision-mcp/claim.json","badge":"https://wellknown.network/agents/winvision-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:winvision-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"winvision-mcp","summary":"Windows 11 desktop automation and vision-LLM QA via MCP","description":"# winvision-mcp\n\n**Glance for Windows desktop apps.** A production-ready MCP server that lets opencode, Claude Code, Cursor, and any other MCP-aware client take screenshots, walk the UI Automation tree, drive native Windows applications, and run vision-LLM-powered QA assertions against any Win32, WinForms, WPF, WinUI, UWP, Electron, or Chromium-based desktop app — without baking an API key into the server (assertions use **MCP sampling** so the connected client's LLM does the grading).\n\n```\nopencode \"take an annotated screenshot of Calculator and click the 7 button\"\n        ↓\n        winvision-mcp (stdio)\n        ├─ screenshot_annotated  →  numbered marks over Buttons/Edits/...\n        ├─ invoke_element        →  UIA InvokePattern on the picked mark\n        └─ assert_visual         →  client LLM grades the result\n```\n\n---\n\n## Install\n\n```sh\ngit clone https://github.com/winvision/winvision-mcp.git\ncd winvision-mcp\nuv sync                    # or: pip install -e \".[dev]\"\nwinvision-mcp --help\nwinvision-mcp doctor       # sanity check (DPI, COM, admin, monitors, ...)\n```\n\n`winvision-mcp` is a console script. By default (no subcommand) it runs over **stdio**, which is what every MCP client expects. The `http` subcommand exposes Streamable HTTP for remote/WSL2 use.\n\n### Requirements\n\n- Windows 11 (Windows 10 22H2 should also work; not the focus).\n- Python 3.11+.\n- Optional but recommended: `uv` for dependency management.\n- Optional: signed UIAccess install (see below) to drive elevated windows.\n\n---\n\n## Wire it up\n\n### opencode (`~/.config/opencode/opencode.json`)\n\n```json\n{\n  \"$schema\": \"https://opencode.ai/config.json\",\n  \"mcp\": {\n    \"winvision\": {\n      \"type\": \"local\",\n      \"command\": [\"winvision-mcp\", \"stdio\"],\n      \"enabled\": true,\n      \"timeout\": 30000\n    }\n  }\n}\n```\n\n### Claude Desktop (`%APPDATA%\\Claude\\claude_desktop_config.json`)\n\n```json\n{\n  \"mcpServers\": {\n    \"winvision\": {\n      \"command\": \"winvision-mcp\",\n      \"args\": [\"stdio\"]\n    }\n  }\n}\n```\n\n### …","publisher":null,"homepage":"https://github.com/zaxbysauce/zaxbyuia/tree/main/winvision-mcp","repository":"https://github.com/zaxbysauce/zaxbyuia/tree/main/winvision-mcp","version":"1.0.1","license":"MIT","protocols":["mcp"],"tags":["automation","mcp","qa","uia","vision","windows"],"pricing":null,"endpoints":[{"url":"pypi:winvision-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"media.image-understanding","name":"Image Understanding","confidence":1,"provenance":"declared"},{"slug":"code.testing","name":"Testing","confidence":1,"provenance":"declared"},{"slug":"infra.desktop","name":"Desktop Control","confidence":0.905,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["code","dev","infra","media"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"winvision-mcp","registry":"pypi","observedAt":"2026-09-10T15:25:34.357Z","publishedAt":"2026-04-28T01:07:40.840001Z","latestVersion":"1.0.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"winvision-mcp","url":"https://pypi.org/project/winvision-mcp/","firstSeenAt":"2026-09-10T15:24:54.508Z","fetchedAt":"2026-09-10T15:24:54.508Z","normalizedAt":"2026-09-10T15:24:54.508Z"}]},"firstSeenAt":"2026-09-10T15:24:54.508Z","updatedAt":"2026-09-10T15:25:34.357Z"}