$31.5B lost annually to poor knowledge sharing — IDC

Your organisation's memory

When someone leaves, their knowledge walks out the door. Memoria captures decisions, context, and rationale as a byproduct of AI-assisted work — so institutional knowledge compounds instead of disappearing.

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Capabilities

Memory that compounds

Every decision and hard-won lesson your team captures through normal AI-assisted work — indexed, connected, and retrievable by any agent in your stack.

Memory that persists across sessions

Decisions, rationale, and lessons learned are captured as a byproduct of normal AI-assisted work — available to any agent in your stack, next session or next quarter.

Ask questions, not queries

Semantic search with recency weighting surfaces what's relevant, not just what matches keywords. Ask "why did we choose Redis over Memcached?" and get the decision plus the trade-offs.

Recent context first, deep history on demand

Progressive retrieval blends semantic similarity with temporal recency. Yesterday's architecture decision ranks higher than last year's — unless you specifically ask for history.

Works with your stack, not instead of it

Model-agnostic and MCP-native. Claude, GPT, Gemini, Llama — if it speaks MCP, it gets memory. No SDK lock-in, no vendor dependency.

Who it's for

Built for how you work

Whether you're an individual builder or an enterprise team, Memoria fits your workflow.

For AI Builders

The context layer your AI stack is missing

Your agents forget everything between sessions. Memoria gives them persistent, semantic memory — decisions, rationale, and lessons learned flow between tools automatically. Agent-native context, not another database to maintain.

  • Deploy via Docker in under five minutes
  • MCP-native — any compatible agent gets memory
  • Local embeddings via Ollama — your data stays yours
  • Quality over quantity — progressive retrieval
For Enterprise

Institutional knowledge that captures itself

No wiki to maintain, no processes to enforce. Knowledge retention happens as a byproduct of AI-assisted work — captured, indexed, and audit-ready without changing how your teams operate.

  • SSO/OIDC, granular RBAC, compliance-ready audit trails
  • Self-hosted — your infrastructure, your data
  • Knowledge retention across team turnover
  • Data residency and sovereignty controls

Early access

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Memoria is in active development. Be the first to know when it's ready.