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正面對決基準比較
Apify vs Mastra
Apify 每月有 4,147,762 次造訪，月增率 +3.9%，定價模式為免費增值、需聯絡報價。Mastra 每月有 318,954 次造訪，成長率 -5%，定價模式為免費增值、需聯絡報價。
Apify 每月有 4,147,762 次造訪，月增率 +3.9%，定價模式為免費增值、需聯絡報價。Mastra 每月有 318,954 次造訪，成長率 -5%，定價模式為免費增值、需聯絡報價。
Mastra is an open-source TypeScript framework for building, deploying, and observing AI agents and workflows. It gives JavaScript developers typed agents, durable workflows, memory, MCP tool support, and built-in observability so prototypes can scale into production.
一站式雲端平台，執行大量現成網頁擷取工具與 AI 代理
超過十萬個現成擷取器與自動化工具，涵蓋社群媒體、地圖商家、電商、房地產與通用網頁爬取。
把 Apify Actor 直接接進 AI 助手與代理，讓它們能搜尋商店、執行爬蟲，並以工具呼叫取得結構化結果。
平台內建代管代理輪換與反封鎖能力，目標網站加強防護時擷取仍能穩定運作。
開源爬蟲函式庫加上 Python、JavaScript SDK，可用 Playwright、Puppeteer、Selenium 或 Cheerio 打造自訂 Actor。
Mastra is an open-source TypeScript framework for building, deploying, and observing AI agents and workflows. It gives JavaScript developers typed agents, durable workflows, memory, MCP tool support, and built-in observability so prototypes can scale into production.
Define agents with instructions, models, tools, and runtime behavior, then compose typed workflow steps with retries and branching in TypeScript.
Give agents long-lived context with observational memory, semantic recall, and thread-aware storage.
Traces, metrics, logs, and datasets show every model call, tool call, and handoff in a searchable timeline.
Score agent runs against repeatable checks and experiments before changes reach production.
專項更強A developer platform providing pre-built integrations, authentication, and execution tools specifically for AI agents across third-party apps.
免費 / 開源透過 API 提供直接對應 LLM 的 Markdown 轉換，但缺乏 Apify 豐富的現成爬蟲市集。
免費 / 開源一個全方位的視覺化平台，透過無程式碼畫布取代 TypeScript 來建構代理工作流程與 RAG 管線。
專項更強Automates complex business workflows with AI agents, but is less specialized for raw large-scale web scraping actors.
專項更強Automates complex business workflows with AI agents, but is less specialized for raw large-scale web scraping actors.
專項更強高度專注於現成的社群媒體自動化與潛在客戶開發工作流程，而非一般的網頁擷取。
免費 / 開源一個結合對話式工作流程草擬、視覺化流程建構器與預建應用程式連接器的開源 AI 自動化平台。
採用視覺化點選式擷取工作流程，而不是 Apify 以開發者為核心的 Actor 生態系與雲端執行。
專項更強一個結合視覺化工作流程與程式碼的開源 AI 工作區，可用於建構與管理代理系統。
