Mnemomemory infrastructure

Manifestus

Our mission

Artificial intelligence has learned to reason, to generate, to perceive. But it has not yet learned to remember. Every conversation starts from zero. Every context window is a blank slate. We believe memory is the missing infrastructure layer.

Mnemo Memory is building the memory layer for thinking machines — production-grade, benchmarked, transparent. We don't hide behind proprietary scores. We publish our results, our methodology, and the code to reproduce them.

Roadmap

Q1 2026 — Foundation

Core memory engine, hybrid retrieval, LongMemEval (85.2%, official judge).

Q2 2026 — Distribution

MCP server, npm and PyPI SDKs, framework integrations (LangChain, LlamaIndex, Vercel AI, AutoGen, CrewAI, Pydantic AI).

Q3 2026 — Compliance

Enterprise self-hosting, EU data residency.

Q1 2027 — Trust

SOC 2 audits (Type I and II) on roadmap, HIPAA, multi-modal memories.

Explore Mnemo