# EverMemOS 依據 OpenAITools.app 於 2026-11-11 查驗的觀測資料，EverMemOS（evermind.ai）是收錄於 AI 開發者工具的 AI 平台，每月產生 2.42萬次造訪，月流量變化量為 +2599（+12%）。其主要地理市場為美國（流量佔比 34.6%），並採用免費試用、免費定價模式。依每月流量計算的主要競爭替代方案包括 supermemory（每月 15.66萬次造訪），Hermes-Agent（每月 363.87萬次造訪），Honcho（每月 13.78萬次造訪）。 EverMemOS (also described as EverOS) by EverMind is a memory operating system for AI agents and applications. It adds persistent, self-evolving memory on top of stateless LLMs: agents store multimodal content, retrieve it through hybrid mRAG, distill repeated patterns into reusable Skills, and keep facts in sync over time. ## 主要觀測資料與規格 | 指標 | 數值 | | :--- | :--- | | 工具名稱 | EverMemOS | | 代稱 | evermemos | | Status | active | | Origin | open_source | | Maintenance | active | | 官方網域 | evermind.ai | | 網站網址 | https://evermind.ai | | 分類 | AI 開發者工具, AI Agent, 開源 AI 模型, AI 模型 | | 定價模式 | 免費試用、免費 | | 每月造訪次數 | 24,237 | | 月流量變化 | 2,599 | | 月成長率 | +12% | | 主要市場 | 美國 | | 市佔率 | 34.6% | | 直接造訪 | 14,588 | | 自然搜尋造訪 | — | | 社群造訪 | — | | 推薦流量造訪 | 5,333 | | 電子郵件造訪 | — | | 評論分數 | 4.4 | | 收藏數 | 1 | | 支援平台 | 網站 | | 帳務平台 | | | 屬性 | 功能: 網站; 價格: 免費試用; 價格: 免費 | | 標籤 | AI 記憶, 長期記憶, AI 智慧代理, 記憶基礎設施, AI 一致性, 情境感知 AI, 開源 AI, AI 基準測試, 參數化長上下文, 記憶作業系統, 智慧代理, AI 演進, RAG（檢索增強生成）, AI 身分, AI, 科技, 開發者 | ## 總覽 EverMemOS (also described as EverOS) by EverMind is a memory operating system for AI agents and applications. It adds persistent, self-evolving memory on top of stateless LLMs: agents store multimodal content, retrieve it through hybrid mRAG, distill repeated patterns into reusable Skills, and keep facts in sync over time. ## 價格與方案 EverMind offers a free signup with 2,000 starter credits. No fixed public price list is shown for the cloud platform, and the company positions its memory infrastructure with free and open-source components alongside paid plans. ## 關鍵功能與能力 - **mRAG multimodal memory:** Multimodal retrieval and ingestion via a single API, covering PDFs, images, Word files, spreadsheets, decks, emails, HTML and URLs. - **Self-evolving agent memory:** Agent trajectories are recorded as Cases, distilled into reusable Skills, and reused so performance improves over time. - **Memory Bank transparency:** Inspect, manage and edit user, group and agent memories in a dedicated Memory Bank interface. - **Open benchmark results:** EverMind publishes reproducible results on LoCoMo, LongMemEval and AMA alongside its memory research. - **Team and temporal memory:** Supports multi-agent coordination and group context sharing, plus temporal tracking so outdated facts are not treated as current. ## 主要使用情境 - **Add long-term memory to assistants (AI application developers):** Give chatbots and copilots durable memory so users do not have to repeat context, and answers stay consistent across sessions. - **Coordinate multi-agent knowledge (Enterprise AI teams):** Share group context and knowledge across multiple agents and platforms so team workflows build on prior work. - **Retrieve across mixed documents (Knowledge and support teams):** Ingest PDFs, spreadsheets and documents into one retrievable memory layer for knowledge-heavy agents. - **Keep a personal memory hub (Individual power users):** Browse, manage and edit personal memory and generated Skills in a dedicated visual interface, with a Mac app for cross-device continuity. ## 優勢 - Tackles a real gap: persistent memory and identity for AI agents - mRAG takes many document and media types through one API - Self-evolving Skills let agents improve instead of starting from zero - Transparent Memory Bank for inspecting and editing stored memory - Public, reproducible benchmark numbers for memory tasks ## 限制 - Memory infrastructure requires developer integration effort - The memory-OS space is crowded and fast-moving, so APIs may evolve - Self-hosting the open-source core puts operational load on your team - Benchmark leadership claims still need validation on your own workloads ## 常見問題 ### What is EverMemOS? It's a memory layer that gives AI agents and applications persistent long-term memory, so they can retain context, maintain consistency, and learn from prior experience. ### Is EverMemOS affiliated with OpenAI or Anthropic? No — EverMind is an independent vendor. It offers its own EverOS memory engine, EverMe personal memory app and related models and benchmarks. ### Does EverMind publish benchmarks? EverMind states it publishes open-source benchmarks anyone can reproduce, including LoCoMo, LongMemEval and AMA. ### Is there a free tier? Signing up is free and new users receive 2,000 credits, so you can test the platform before spending anything. ### EverMemOS 的每月流量與成長趨勢為何？ EverMemOS 目前每月有 2.42萬次造訪，月流量變化為 +2599（成長率 +12%）。其主要來源市場為美國（佔比 34.6%），其中包含每月 1.46萬次直接造訪與每月 — 次自然搜尋造訪。 ### EverMemOS 是免費的嗎？其定價模式為何？ EverMemOS 採用免費試用、免費定價模式。EverMind offers a free signup with 2,000 starter credits. No fixed public price list is shown for the cloud platform, and the company positions its memory infrastructure with free and open-source components alongside paid plans. 支援的帳務與結帳平台包括：未列出。 ### 2026 年最佳的 EverMemOS 替代方案有哪些？ 依據 OpenAITools.app 的分類流量與功能契合度，EverMemOS 的前五大替代方案為：1. supermemory（每月 15.66萬次造訪）; 2. Hermes-Agent（每月 363.87萬次造訪）; 3. Honcho（每月 13.78萬次造訪）; 4. Qdrant（每月 7.3萬次造訪）; 5. Google Gemma 開源模型（每月 490.09萬次造訪）。 ### EverMemOS 支援哪些平台與核心 AI 能力？ EverMemOS 分類於 AI 開發者工具, AI Agent, 開源 AI 模型, AI 模型，支援以下平台：網站，其核心能力標籤包括：AI 記憶, 長期記憶, AI 智慧代理, 記憶基礎設施, AI 一致性, 情境感知 AI。 ## 替代方案 | 工具名稱 | 每月造訪次數 | 定價模式 | 比較 | | :--- | :--- | :--- | :--- | | [supermemory](https://openaitools.app/tw/tool/supermemory-1) | 156,579 | 需聯絡報價 | [比較](https://openaitools.app/tw/compare/evermemos-vs-supermemory-1) | | [Hermes-Agent](https://openaitools.app/tw/tool/hermes-agent-1) | 3,638,741 | 免費增值 | [比較](https://openaitools.app/tw/compare/evermemos-vs-hermes-agent-1) | | [Honcho](https://openaitools.app/tw/tool/honcho) | 137,752 | 付費、需聯絡報價 | [比較](https://openaitools.app/tw/compare/evermemos-vs-honcho) | | [Qdrant](https://openaitools.app/tw/tool/qdrant-io) | 72,992 | 免費增值、需聯絡報價 | [比較](https://openaitools.app/tw/compare/evermemos-vs-qdrant-io) | | [Google Gemma 開源模型](https://openaitools.app/tw/tool/gemma-open-models-by-google) | 4,900,914 | 免費增值、付費 | [比較](https://openaitools.app/tw/compare/evermemos-vs-gemma-open-models-by-google) | | [Unsloth AI](https://openaitools.app/tw/tool/unsloth-ai) | 887,457 | 免費 | [比較](https://openaitools.app/tw/compare/evermemos-vs-unsloth-ai) | | [Memoripy](https://openaitools.app/tw/tool/memoripy) | 105 | 免費 | [比較](https://openaitools.app/tw/compare/evermemos-vs-memoripy) | | [Hermes Agent](https://openaitools.app/tw/tool/hermes-agent) | 23,304 | 免費 | [比較](https://openaitools.app/tw/compare/evermemos-vs-hermes-agent) | | [Composio](https://openaitools.app/tw/tool/composio) | 2,782,603 | 免費增值、需聯絡報價 | [比較](https://openaitools.app/tw/compare/composio-vs-evermemos) | | [Agno](https://openaitools.app/tw/tool/agno) | 140,302 | 需聯絡報價、免費 | [比較](https://openaitools.app/tw/compare/agno-vs-evermemos) | | [HydraDB OSS](https://openaitools.app/tw/tool/hydradb-oss) | 29,635 | 免費增值、需聯絡報價 | [比較](https://openaitools.app/tw/compare/evermemos-vs-hydradb-oss) | | [ModelScope](https://openaitools.app/tw/tool/modelscope-community) | 3,085,423 | 免費 | [比較](https://openaitools.app/tw/compare/evermemos-vs-modelscope-community) | --- 來源：https://openaitools.app/tw/tool/evermemos