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.
Persistent, structured, and private. Nikolin Memory gives your agents a long-term brain that works across sessions, across projects, across tools.
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 don't solve this. They just move the problem.
Memory survives across sessions, projects, and restarts. Your agent remembers your codebase, your preferences, and your clients. Not just the last 200K tokens.
Not vector search over blobs. Hierarchical, queryable, and explicit. Your agent knows what it knows, and when it learned it.
Runs on your machine, your server, or your infrastructure. Your memory never touches a cloud you don't control.
MCP-compatible. Drops into existing agent workflows with zero code changes.
Want integration help? Email contact@smartopol.com and we'll scope it with you.
Nikolin Memory 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, Nikolin Memory sits alongside it. Every interaction can be stored, structured, and retrieved later. Memory is organized in three hierarchical layers: short-term working memory, medium-term episodic memory, and long-term semantic memory. The model is inspired by how human memory actually works.
Data stays where you put it. Run Nikolin Memory locally on your machine, in a private VPS, or inside your organization's infrastructure. No cloud lock-in. No data leaving your perimeter.
Claude Code that remembers your architecture. Cursor that knows your conventions. Cline that doesn't re-learn your codebase every session.
Chatbots that keep context. Support agents that recall history. Personal assistants that actually get personal.
On-prem memory for regulated industries. Multi-tenant isolation at the memory layer, not in the prompt.
No. Nikolin Memory is closed source and commercially supported. Free for personal and development use during private beta.
During private beta, it's free. Production pricing will be announced ahead of general availability. Enterprise inquiries: contact@smartopol.com
No. Default deployment is local (SQLite + in-process). Postgres and Docker deployments are optional.
Never by default. You control where memory is stored.
Yes, if your agent supports MCP or you can wire it to our SDK.
Nikolin Memory is in private beta. We're onboarding developers, AI product builders, and enterprises in waves. Tell us what you're building and we'll reach out with access details.