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.
网站月访问量估算
数据为该域名的 Similarweb 流量估算，不是活跃用户数。仅展示有数据的统计月份；采集时间与流量统计月份分别标注。
采集于 2026年11月11日
这是编辑给出的评估，满分 5 分，不是用户打分的平均值。 本页的各方观点由 AI 根据产品信息归纳，不是真实用户的评价。
根据 OpenAITools.app 于 2026-11-11 核对的流量数据，EverMemOS（evermind.ai）是一个收录在 AI Developer Tools 下的 AI 平台，月访问量为 2.42万，月度环比流量变化为 +2599（+12%）。其主要地理市场为美国（34.6% 流量份额），采用免费试用，免费定价模式。按月流量计算的主要竞争替代方案包括 supermemory（15.66万次访问/月），Hermes-Agent（363.87万次访问/月），Honcho（13.78万次访问/月）。
给 AI Agent 装上了持久记忆，终于不再转头就忘了。
hybrid mRAG 效果拔群，就是部署有点折腾。
做复杂多轮交互的必备底层。
官方文档写得比较晦涩。
以下短评基于实时网页探查、定价机制与同类产品基准由 AI 综合模拟生成，旨在呈现不同使用场景下的常见槽点与亮点，非实名真实用户评价。
Multimodal retrieval and ingestion via a single API, covering PDFs, images, Word files, spreadsheets, decks, emails, HTML and URLs.
Agent trajectories are recorded as Cases, distilled into reusable Skills, and reused so performance improves over time.
Inspect, manage and edit user, group and agent memories in a dedicated Memory Bank interface.
EverMind publishes reproducible results on LoCoMo, LongMemEval and AMA alongside its memory research.
Supports multi-agent coordination and group context sharing, plus temporal tracking so outdated facts are not treated as current.
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.
Give chatbots and copilots durable memory so users do not have to repeat context, and answers stay consistent across sessions.
Share group context and knowledge across multiple agents and platforms so team workflows build on prior work.
Ingest PDFs, spreadsheets and documents into one retrievable memory layer for knowledge-heavy agents.
Browse, manage and edit personal memory and generated Skills in a dedicated visual interface, with a Mac app for cross-device continuity.
同一分类下同类 AI 工具的流量并排对比
| 排名 | AI 工具 | 月访问量 | 月度环比增长 | 直接流量占比 | 定价 | 头对头 |
|---|---|---|---|---|---|---|
| ● | EverMemOS | 2.42万 | +12% | 60% 直接流量 | 免费试用，免费 | 当前产品 |
| 1 | supermemory | 15.66万 | -7.7% | 45% 直接流量 | 定价请咨询 | 对比 supermemory |
| 2 | Hermes-Agent | 363.87万 | -5.4% | 29% 直接流量 | 免费增值 | 对比 Hermes-Agent |
| 3 | Honcho | 13.78万 | +2.2% | 43% 直接流量 | 付费，定价请咨询 | 对比 Honcho |
| 4 | Qdrant | 7.3万 | -38.4% | 60% 直接流量 | 免费增值，定价请咨询 | 对比 Qdrant |
| 5 | Google Gemma 开源模型 | 490.09万 | -13.5% | 26% 直接流量 | 免费增值，付费 | 对比 Google Gemma 开源模型 |
| 6 | Unsloth AI | 88.75万 | -17.6% | 30% 直接流量 | 免费 | 对比 Unsloth AI |
免费 / 开源Honcho is an open-source memory layer for AI agents. It ingests messages, indexes them, and runs background reasoning so agents can recall who a user is, what happened before, and what to do next — across sessions, tools, and machines.
免费 / 开源Qdrant is an open-source vector search engine and database, written in Rust, for high-performance similarity search in AI applications.
免费 / 开源Unsloth is an open-source toolkit for running and training large language models locally. It provides faster, more memory-efficient fine-tuning, a local chat and agent environment with browser use, image and video generation, and an OpenAI-compatible API your existing tools can connect to.
免费 / 开源Unsloth is an open-source toolkit for running and training large language models locally. It provides faster, more memory-efficient fine-tuning, a local chat and agent environment with browser use, image and video generation, and an OpenAI-compatible API your existing tools can connect to.
免费 / 开源Memoripy is an open-source memory layer that gives AI agents human-like short-term and long-term memory. It clusters concepts, applies memory decay, and retrieves only the most relevant context so chatbots and assistants respond without repeating themselves.
免费 / 开源Memoripy is an open-source memory layer that gives AI agents human-like short-term and long-term memory. It clusters concepts, applies memory decay, and retrieves only the most relevant context so chatbots and assistants respond without repeating themselves.
让 AI 智能体安全接入 1700+ 应用
免费 / 开源ModelScope (魔搭社区) is an open-source AI community and model service platform that hosts thousands of pretrained models, datasets, and ready-to-run demos, backed by Alibaba Cloud infrastructure.
免费 / 开源ModelScope (魔搭社区) is an open-source AI community and model service platform that hosts thousands of pretrained models, datasets, and ready-to-run demos, backed by Alibaba Cloud infrastructure.
