Memory Pyramid · Coming soon

Memory for AI agents.

Persistent, structured, and private. Memory Pyramid gives your agents a long-term brain that worksacross sessions, across projects, across tools.

Coming soon·MCP-compatible·Built in Rust·Local-first
01 / The problem

Your agent forgets. Every single time.

Every new conversation with an AI agent starts from zero. What it learned about your codebase yesterday, your preferences last week, or your client's context three sessions ago is gone.

Context windows do not solve this. They just move the problem.

02 / A real memory layer

Not a bigger context window.

01Persistent

Survives every session.

Memory survives across sessions, projects, and restarts. Your agent remembers your codebase, your preferences, and your clients. Not just the last 200K tokens.

02Structured

Queryable, not opaque.

Not vector search over blobs. Hierarchical, queryable, and explicit. Your agent knows what it knows, and when it learned it.

03Private

Local-first by default.

Runs on your machine, your server, or your infrastructure. Your memory never touches a cloud you do not control.

03 / Compatibility

Works with the agents you already use.

Connects over MCP. Plug it into the coding agents and models you already run. No vendor lock-in.

Coding agents

  • Grok BuildxAI coding agent · recommended
  • CodexOpenAI coding agent
  • Claude CodeAnthropic coding agent
  • Qwen CodeAlibaba coding agent
  • Kimi CodeMoonshot coding agent
  • Cursor · Cline · ContinueEditor agents

Models

  • GrokxAI · recommended
  • QwenAlibaba
  • KimiMoonshot
  • Claude · GPT · OllamaBring your own
  • Any MCP-compatible agentStandards-based

When a session restarts or you switch tools, memory stays. Need help wiring it in?business@smartopol.com

04 / Architecture

How it works.

Memory Pyramid is a standalone memory service written in Rust. It exposes four memory primitives:store, retrieve, query, reflect. Agents consume them over the Model Context Protocol (MCP), which modern AI agents speak natively.

When your agent runs, Memory Pyramid sits alongside it. Every interaction can be stored, structured, and retrieved later. Memory is organized in hierarchical layers: short-term working memory, medium-term episodic memory, and long-term semantic memory.

Data stays where you put it. Run Memory Pyramid locally on your machine, in a private VPS, or inside your organization's infrastructure.No cloud lock-in. No data leaving your perimeter.

Built with:Rust · MCP · Tokio · Postgres (optional) · SQLite (default) · Docker
05 / Use cases

What you can build with it.

01Developers

AI coding tools that remember.

Grok Build that remembers your architecture. Qwen Code or Kimi Code that keeps project context. Coding agents that do not re-learn your codebase every session.

02Product builders

Agents that remember your users.

Assistants that keep context. Support agents that recall history. Products that get more useful the more they are used.

03Enterprises

Data-sovereign memory.

On-prem memory for regulated industries. Multi-tenant isolation at the memory layer, not in the prompt.

06 / FAQ

Questions.

Is it open source?

No. Memory Pyramid is closed source and commercially supported. Early access terms are shared with waitlist members.

What about pricing?

Pricing will be announced before general availability. Enterprise and integration inquiries:business@smartopol.com

Does it require a cloud account?

No. Default deployment is local (SQLite + in-process). Postgres and Docker deployments are optional.

Does my data leave my machine?

Never by default. You control where memory is stored.

Can I use it with a custom agent?

Yes, if your agent supports MCP or you can wire it to our interfaces.

How does this relate to Smartopol Agent?

Smartopol Agent is our free desktop agent product. Memory Pyramid is a memory layer for any MCP-capable agent, including agents you build yourself. Try the agent at smartopol.ai.

07 / Get early access

Request early access.

Memory Pyramid is opening early access in waves. Tell us what you are building and we will reach out with details.

No spam. We respond to every request.
Early access · Waitlist only
Building something specific?business@smartopol.com