Keep in Mind · Evolve over Time
EverMe : Your Memory and Knowledge
accross agents and devices.
EverMe : Your Memory and Knowledge accross agents and devices.
LIMITED TIME OFFER
EverMe New users receive 2,000 credits upon signing up.
EverMe New users receive 2,000 credits upon signing up.
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[ SOTA Performance ]
We don't just claim SOTA
——we prove it with open-source benchmarks anyone can reproduce.
We don't just claim SOTA
——we prove it with open-source benchmarks anyone can reproduce.
LoCoMo
94.74%
94.74%
LongMemEval
94.00%
94.00%
AMA
80.89%
80.89%
Gap in Modern
AI Agents
Gap in Modern AI Agents
It's not your model. It's the missing memory layer.
It's not your model.
It's the missing memory layer.
Context windows max out at 128K-200K tokens. Beyond that, everything disappears. Users repeat themselves. Agents can't build on past interactions.
Context windows max out at 128K-200K tokens. Beyond that, everything disappears. Users repeat themselves. Agents can't build on past interactions.
Traditional RAG returns similar text chunks—but lacks deep understanding. "My daughter loves robotics" won't surface for gift recommendations.
Traditional RAG returns similar text chunks—but lacks deep understanding. "My daughter loves robotics" won't surface for gift recommendations.
Most systems handle one user + one AI. Real enterprise needs multi-agent coordination across platforms—sharing knowledge and maintaining team context.
Most systems handle one user + one AI. Real enterprise needs multi-agent coordination across platforms—sharing knowledge and maintaining team context.
Pricing changed March 15. User promoted in August. Without temporal tracking, AI can't distinguish current facts from outdated ones.
Pricing changed March 15. User promoted in August. Without temporal tracking, AI can't distinguish current facts from outdated ones.
An entity without memory cannot exhibit consistency, learn from experience, or evolve.
An entity without memory cannot exhibit consistency, learn from experience, or evolve.
“Memory is the defining line between a tool and an agent.”
“Memory is the
defining line between
a tool and an agent.”
“Memory is the defining line between a tool and an agent.”
Powered by EverCore
powered by Evercore
[ The Memory OS for AI Agents. ]
Equip your agents with persistent, proactive,
and self-evolving memory.
[ Your Personal Memory Hub. ]
Your Personal Memory Nebula.
Instantly craft a visual digital twin deciphering
the future through the lens of the past.
Learn more
[ The Memory OS for AI Agents. ]
Equip your agents with persistent, proactive, and self-evolving memory.
[ Your Personal Memory Hub. ]
Your Personal Memory Nebula.
Instantly craft a visual digital twin deciphering the future through the lens of the past.
Learn more
[ The Memory OS for AI Agents. ]
Equip your agents with persistent, proactive,
and self-evolving memory.
[ Your Personal Memory Hub. ]
Your Personal Memory Nebula.
Instantly craft a visual digital twin deciphering
the future through the lens of the past.
Learn more
EverOS
EverOS
Powered by the strengths of EverCore, EverOS natively supports non-parametric,
self-evolving Skill Memory, while offering a highly flexible framework that enables deep customization for diverse agent architectures and use cases.
URL
Image
PDF
Spreadsheet
Context
Presentation
EverOS
Evermind
EverOS introduces a dedicated multimodal retrieval strategy through its hybrid method, enabling cross-modal search across different memory types and making it easier to retrieve the right context from complex data. It can parse and store a wide range of data types through a single API, including PDFs, images, Word documents, spreadsheets, presentations, emails, HTML pages, text files, and URLs.
URL
Image
PDF
Spreadsheet
Context
Presentation
EverOS
Evermind
EverOS introduces a dedicated multimodal retrieval strategy through its hybrid method, enabling cross-modal search across different memory types and making it easier to retrieve the right context from complex data. It can parse and store a wide range of data types through a single API, including PDFs, images, Word documents, spreadsheets, presentations, emails, HTML pages, text files, and URLs.
URL
Image
PDF
Spreadsheet
Context
Presentation
EverOS
Evermind
EverOS introduces a dedicated multimodal retrieval strategy through its hybrid method, enabling cross-modal search across different memory types and making it easier to retrieve the right context from complex data. It can parse and store a wide range of data types through a single API, including PDFs, images, Word documents, spreadsheets, presentations, emails, HTML pages, text files, and URLs.
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EverOS
EverOS records agent trajectories as Cases, distills repeated patterns into reusable Skills, and enables agents to learn from prior experience so they can improve over time instead of starting from scratch on every task.
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EverOS
EverOS records agent trajectories as Cases, distills repeated patterns into reusable Skills, and enables agents to learn from prior experience so they can improve over time instead of starting from scratch on every task.
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EverOS
EverOS records agent trajectories as Cases, distills repeated patterns into reusable Skills, and enables agents to learn from prior experience so they can improve over time instead of starting from scratch on every task.
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EverOS
EverOS records agent trajectories as Cases, distills repeated patterns into reusable Skills, and enables agents to learn from prior experience so they can improve over time instead of starting from scratch on every task.
Group memory
Memory Bank
Agent memory
user memory
The new Memory Bank interface gives users a clear view into stored memories, including user memory, group memory, and agent memory, with tools to inspect, manage, and even edit generated Skills.
Group memory
Memory Bank
Agent memory
user memory
The new Memory Bank interface gives users a clear view into stored memories, including user memory, group memory, and agent memory, with tools to inspect, manage, and even edit generated Skills.
Group memory
Memory Bank
Agent memory
user memory
The new Memory Bank interface gives users a clear view into stored memories, including user memory, group memory, and agent memory, with tools to inspect, manage, and even edit generated Skills.
Group memory
Memory Bank
Agent memory
user memory
The new Memory Bank interface gives users a clear view into stored memories, including user memory, group memory, and agent memory, with tools to inspect, manage, and even edit generated Skills.
We don't build brains; we build memory. While models forget through updates, Evermind's high-fidelity LTM system scales infinitely—with data sovereignty remaining forever yours. This is your first ticket to 'Digital Immortality'
We don't build brains; we build memory. While models forget through updates, Evermind's high-fidelity LTM system scales infinitely—with data sovereignty remaining forever yours. This is your first ticket to 'Digital Immortality'.
EverMemOS
EverMemOS solves the context window limitations of LLMs in long-term interactions with an engram-inspired memory mechanism. It structures dialogues into MemCells and thematic MemScenes, delivering precise context-aware retrieval.
More
HyperMem
Hits 92.73% accuracy on LoCoMo for long-dialogue systems.
Sets a new standard for conversational coherence and personalization.
Hits 92.73% accuracy on LoCoMo for long-dialogue systems. Sets a new standard for conversational coherence and personalization.
More
Every Scenario.
Memory-driven AI solutions for every use case
Every Scenario.
Orchestrating multiple AI agents requires sophisticated coordination and task distribution. Multi-agent systems excel at complex problem-solving through specialized agents working towards common goals.
Orchestrating multiple AI agents requires sophisticated coordination and task distribution. Multi-agent systems excel at complex problem-solving through specialized agents working towards common goals.
From personal AI assistants to therapeutic chatbots, companion AI requires deep emotional intelligence and behavioral consistency that only comes from genuine long-term memory.
From personal AI assistants to therapeutic chatbots, companion AI requires deep emotional intelligence and behavioral consistency that only comes from genuine long-term memory.
Build an organizational memory that evolves with your team. AI learns from internal discussions, documentation, and decisions to become your company's institutional knowledge layer.
Build an organizational memory that evolves with your team. AI learns from internal discussions, documentation, and decisions to become your company's institutional knowledge layer.
Support that feels personal and continuous, not robotic. Agents remember past issues, resolution history, customer preferences, and communication style.
Support that feels personal and continuous, not robotic. Agents remember past issues, resolution history, customer preferences, and communication style.
By processing fragmented interactions, visual cues, and voice commands into structured patterns, EverOS allows hardware to anticipate needs—whether recalling a new contact's name or maintaining conversational context across locations.
By processing fragmented interactions, visual cues, and voice commands into structured patterns, EverOS allows hardware to anticipate needs—whether recalling a new contact's name or maintaining conversational context across locations.
Memory-driven AI solutions for every use case
Earth Online is a memory-aware productivity game that turns everyday planning into a living quest log.
reunite-evermind.vercel.app
Intelligent semantic matching, AI memory guidance, and progressive memory updates to deliver accurate, continuous family matching.
A context-native empathic AI wearable that listens to everyday life and converts conversations into memory.
Not all memory solutions are created equal.
Here's how we compare.
Capability
EverOS
Traditional RAG
Full Context Window
Other Memory Infra
Long-term Memory
Accuracy
94.74%
-48%
N/A
66.80%
Retrieval Latency
< 500ms
100-500ms
0ms(no retrieve)
800–3000ms
Token Efficiency
1/10 of full context
~7 - 15× lower
Baseline
~4× lower
Temporal Knowledge Tracking
Partial
Multi-Agent Group Memory
Hierarchical Memory Organization
Partial
Context Window Limitations
Unlimited
Database limited
128K-200K tokens
Database limited
Open Source
Apache 2.0
Varies
N/A
Varies
That Actually Works?
AI Agent Memory
That Actually Works?
AI Agent Memory
That Actually Works?
Deploy Your Way. No Lock-In.
Cloud Service
Don't want to manage infrastructure? EverOS Cloud gives your agents persistent memory out of the box — zero ops overhead, enterprise-grade reliability.
Fully managed cloud solution.
Automatic scaling & maintenance.
Enterprise support included.
Open Source
Run the full memory stack on your own infrastructure. Context management, mRAG, and offline memory — inspect every layer, own your data, contribute back to the community.
Cloud Service
Don't want to manage infrastructure? EverOS Cloud gives your agents persistent memory out of the box — zero ops overhead, enterprise-grade reliability.
Fully managed cloud solution.
Automatic scaling & maintenance.
Enterprise support included.
Open Source
Step 01
Install
Step 02
Try the standalone demo — no key required
Step 03
Initialize and add your OpenRouter key
Step 04
Start EverOS
Step 05
Add and retrieve your first memory
Cloud Service
Don't want to manage infrastructure? EverOS Cloud gives your agents persistent memory out of the box — zero ops overhead, enterprise-grade reliability.
Fully managed cloud solution.
Automatic scaling & maintenance.
Enterprise support included.
Open Source
Step 01
Install
Step 02
Try the standalone demo — no key required
Step 03
Initialize and add your OpenRouter key
Step 04
Start EverOS
Step 05
Add and retrieve your first memory
EverOS
Evermind
URL
Image
PDF
Spreadsheet
Context
Presentation
EverOS introduces a dedicated multimodal retrieval strategy through its hybrid method, enabling cross-modal search across different memory types and making it easier to retrieve the right context from complex data. It can parse and store a wide range of data types through a single API, including PDFs, images, Word documents, spreadsheets, presentations, emails, HTML pages, text files, and URLs.
Keep in Mind · Evolve over Time
EverMind
A straightforward solution to long-term coherence
Scan to join the community
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© 2026 EverMind Team.
EverMind
A straightforward solution to long-term coherence
Scan to join the community
Discord
© 2026 EverMind Team.
EverMind
A straightforward solution to long-term coherence
Scan to join the community
Discord
© 2026 EverMind Team.