Polestar
Polestar is a free, open-source leveling guide addon for WoW: Forever: an in-game arrow and leveling routes that make sense for every race 1 to 60, plus class quests.
翻译准备中
Real-time AI coach for Magic: The Gathering Arena with voice I/O, win plan detection, and MCP server support
翻译准备中
游戏Python · C#GitHub @josharmour自行安装运营者未确认
试用过了吗? 点一下就好,无需登录。
正在加载完整 README。 以下为已保存的摘录。
mtgacoach — AI-Powered MTGA Coaching & Overlay
Real-time AI coaching for Magic: The Gathering Arena. MTGA Coach tracks your live games and provides real-time strategic advice, draft guidance, voice coaching, and an in-game HUD overlay directly on top of MTGA.查看完整 README ↗MTGA Coach is a desktop companion for Magic: The Gathering Arena. Keep it beside Arena to see your next decision, compare possible lines, and hear advice or a two-person broadcast as you play. It reads Arena’s game log, helps with draft picks, and prepares a playbook for your deck before a match.
Download Coach · Installation guide · Using the 4.0 screen · Support: [email protected]
The 4.0 series puts the current decision first. A green highlight marks the leading supported line found by the search. A compact animated scale shows the board outlook. Open paths and supporting details when you need them; rank, recent-match access, playback controls, and recovery buttons stay in place. The main view adapts to the window size without scrolling or jumping as game updates arrive.
Native desktop screenshot using the recorded G1_T8 board fixture and synthetic rank/recent-match examples, not a live match. The outlook is Behind even though one path leads the search: green means best supported candidate found, not a guaranteed win. This still image does not show the scale’s animation.
The scale is a board assessment, not a win probability. Paths show modeled continuations and their limits; unknown opponent spells and future draws are not predicted. When the board changes, old guidance loses its leading highlight while Coach reassesses. Read the screen.
New trial users should use the desktop download page. These downloads follow tested builds from master. Choose Windows x64 Setup, the Apple Silicon Mac package, or the Linux x64 AppImage. On Linux, make the AppImage executable before opening it.
If you prefer stable, install the package for your platform from the stable feed. The Windows installer attached to the latest official release also follows stable. Master and stable use the same 4.0.x version when the same build is promoted. The initial Windows and Mac packages are unsigned. Stable downloads · Latest official release
The current Mac installers are unsigned and unnotarized. Gatekeeper can block the first open with a message that Apple could not verify the package. To verify your download, run shasum -a 256 on the downloaded .pkg and compare it with the SHA-256 digest for that exact asset on the GitHub release. If the digests match and you trust the package, click Done, open System Settings → Privacy & Security, scroll to Security, and choose Open Anyway for that package. Tested-master release assets · Apple’s instructions
Coach uses the hosted model current at https://api.mtgacoach.com/v1. Trial and subscriber installations need no Ollama server, separate Python installation, or environment file.
Coach checks its channel at launch and downloads an update in the background. A compatible update can apply after the match and its post-match work finish, or on the next launch. For a runtime or Arena bridge change, click Update in the fixed footer after your match. macOS may ask for permission to replace the app. The title bar shows the channel, package build, and Git commit.
If you used the older Windows installer, pip, or a Git checkout, close the old copy and install the managed app once. Start it from the new shortcut. Coach uses your existing per-user settings and trial credentials. Installation, update, and release guide
Coach can miss card interactions or suggest a suboptimal line. You can keep autoplay off and use spoken advice while making the decisions yourself.
The Python package includes the desktop app and an MCP server that exposes Arena game state to MCP clients. For the full development setup, including generated ArenaOnAir commentary, use Python 3.11. The base package supports Python 3.10 or newer. The following example creates a Python 3.11 environment in a fresh checkout using uv.
git clone https://github.com/josharmour/mtgacoach.git
cd mtgacoach
uv venv --python 3.11
uv pip install --python .venv -e ".[full]"
uv run --no-sync mtgacoach-desktop
See the development workflow for the local Python Dev launchers, Copy commit, tests, and the additional commentary-core installation needed by source users. The feature documentation index covers subsystem guides and active work. A source checkout follows the Git revision you select. Python package users can also install the arenamcp wheel attached to a numbered release and launch mtgacoach-desktop. For desktop updates through Velopack, use a managed download above.
The arenamcp package declares the MIT license.