get_summary
Warehouse status: how many games are tracked, hours of history recorded, snapshot counts, and data freshness timestamps. Call this first to understand data coverage.
無需輸入參數。
Aggrometer
io.github.Aggrometer由 GitHub 帳號 Aggrometer 發布v1.0.1更新於 Oct 25, 2026
The gaming attention graph: Steam players, Twitch live viewers, aggro ratio, hype, history.
概覽
AI 產生的概覽
遠端 MCP 伺服器，以唯讀工具提供遊戲關注度資料：Steam 同時上線人數、Twitch 觀看人數、aggro 比率、期待值與單一遊戲歷史。
- 可以做什麼
- 先用摘要工具查看資料倉儲的涵蓋範圍與資料新鮮度，再依名稱搜尋已收錄遊戲，取得 Steam app id 與目前上線人數。依目前 Steam 同時上線人數或 Twitch 即時觀看人數列出前 100 名遊戲，可限定單一 Steam 類型。讀取 aggro 榜（同一小時內即時觀看人數除以同時上線人數）以及類型彙總（合併玩家數、觀看人數、類型 aggro 與未上市遊戲的期待值）。查看願望清單最高的未上市遊戲的期待指數，並取得單一遊戲的完整檔案：每小時玩家與觀看歷史、價格與折扣歷史、暢銷榜排名、片段傳播速度、評論數與維基百科瀏覽量。
- 適用情境
- 適合遊戲開發者、發行商、行銷團隊與分析師，讓助理尋找類型空白、比較觀看與遊玩的關注度、追蹤上市前的期待或折扣效果，或調取某款遊戲的關注度歷史。
- 執行需求
- 遠端 streamable HTTP 端點，無需本機安裝。需要 Aggrometer API 金鑰，以 bearer 權杖放在 Authorization 標頭中，金鑰需從服務商定價頁面取得（付費訂閱方案或預付查詢額度）。需要能連線至該端點的網路。
安裝前請注意
存取需付費：需要訂閱或預付額度，查詢可能消耗額度。API 金鑰是放在 Authorization 標頭中的機密，應避免寫入共用設定與日誌。八個工具皆為唯讀，但資料為衍生的彙總與估算，歷史累積時間較短，序列稀疏可能反映涵蓋有限，而非確實沒有資料。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 Aggrometer，將其新增到工作區。
- 連接 Authorization token 憑證。它們會被私密儲存，絕不會在公開頁面上展示。
- 為需要使用其工具的對話啟用該服務。
Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。
交給代理程式安裝
把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。
閱讀 https://sourceweft.com/mcp/io.github.Aggrometer%2Faggrometer/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。其他 MCP 客戶端
把它新增到你客戶端的 mcpServers 設定中。
{
"mcpServers": {
"aggrometer": {
"type": "http",
"url": "https://aggrometer.com/mcp",
"headers": {
"Authorization": "Bearer <YOUR_TOKEN>"
}
}
}
}README
Aggrometer — the gaming attention graph
Live cross-platform gaming market data for humans and AI agents. Aggrometer continuously measures ~2,000 games: Steam concurrent players (hourly) and Twitch live viewership (15-min, game-level aggregates), plus prices, discounts, top-seller ranks, clip velocity, review counts, and pre-release hype — joined per game.
Signature metric: aggro = live viewers ÷ concurrent players, same hour. Above 1.0, a game holds more audience than players — the signal that streamer marketing converts, that a spectacle moment is happening, or that attention is arriving ahead of sales.
🌐 aggrometer.com · API index · OpenAPI · llms.txt · Pricing
MCP server
Remote, streamable HTTP, stateless — 8 read-only tools:
get_summary · top_played · top_watched · aggro_board · genre_rollup · hype_board · game_detail · search_games
Endpoint: https://aggrometer.com/mcp
Auth: Authorization: Bearer <your aggrometer API key> — get a key (Basic $3.99/mo · Pro $29/mo · prepaid agent credits $9.99/1,000 queries)
Claude Code
Claude Desktop / other MCP clients (config JSON)
Cursor
This repo ships a .mcp.json — set the AGGROMETER_API_KEY environment variable and Cursor picks it up.
REST API
Same key, plain JSON:
Full endpoint index (self-describing, no auth): GET /v1 · OpenAPI spec
Also on Apify
Pay-per-query without an Aggrometer key: apify.com/aggrometer/aggrometer-gaming-attention-data — agent-callable via Apify's MCP, x402-payable.
Who uses this
- Game developers & publishers — genre whitespace, launch scouting, competitor attention
- Marketing teams — watched-vs-played balance, per game and genre
- Analysts & press — attention momentum, hype pipelines, discount effects
- AI agents — all of the above, autonomously
Data notes
Game-level derived aggregates and estimates only. History accrues continuously since 2026-08-26; sparse series indicate a young warehouse, not missing coverage. Live viewership data provided by Twitch; the anticipation score is Aggrometer's own composite index (Steam wishlist rank + pre-release Twitch attention).
Support
來源：README.md，提交 f7756f8
工具
8top_played
Top 100 games by current Steam concurrent players (updated hourly). Optionally scoped to one Steam genre.
輸入參數
genretop_watched
Top 100 games by current live Twitch viewership (15-min updates). Optionally scoped to one Steam genre.
輸入參數
genreaggro_board
Aggrometer's signature metric: aggro = live Twitch viewers / concurrent Steam players, same hour, per game (min 500 players). Above 1.0 means more people watch than play — spectacle games, watch-to-learn genres. A sudden aggro jump is an early attention signal.
輸入參數
genregenre_rollup
Every Steam genre aggregated: game count, combined players, combined live viewers, genre-level aggro ratio, and combined hype (anticipation) of the genre's unreleased games. The whitespace signal: high players + low hype = an underserved genre; low players + high hype = a wave arriving.
無需輸入參數。
hype_board
Aggrometer Anticipation Index: top-wishlisted unreleased Steam games scored with pre-release Twitch attention and Wikipedia attention surges (score = wishlist-rank points + log-scaled live viewers + log-scaled pageview surge vs 30-day average). A relative index - compare games against each other; week-over-week change is the launch-anticipation signal.
無需輸入參數。
game_detail
Full profile of one game by Steam app id: hourly player history, Twitch viewer history, daily viewer-hours, price/discount history, top-seller rank appearances, clips-per-day virality, review counts and review-activity buckets back to launch, Wikipedia pageview history (monthly since 2018 + daily), developer news velocity, achievement-completion depth, and metadata (genres, developer, publisher). Use search_games first if you only know the name.
輸入參數
app_id必填search_games
Find games in the tracked catalog by name (substring match). Returns app ids for use with game_detail, plus current player counts.
輸入參數
query必填版本歷史
1- v1.0.1最新Sep 16, 2026
評分
已滿足適用檢查項的 100%
該評分衡量此收錄條目的完整程度，依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價，也不表示伺服器安全或目前可用：可連通性是帶日期的檢查結果，評分也不包含安裝量或使用者評價。
- 近 30 天內可連通必需25 分
- 已宣告認證方式必需10 分
- 已列出工具必需15 分
- 描述必需15 分
- 圖示10 分
- 文件15 分
- 授權條款10 分