Copepod is a secure, multi-tenant memory store built for concurrent multi-agent workflows. Live context sync, knowledge graph inference, and progressive enrichment — with enterprise-grade security.
Memory systems for agents aren't like regular databases. Copepod is designed from the ground up for the write patterns of concurrent AI agents.
Queue-Consolidate-Resolve architecture handles concurrent multi-agent writes without conflicts. Every agent sees a consistent, non-contradictory memory state.
Automatically enriches memory with relationship traversal, co-occurrence analysis, and type-consistent propagation from your existing knowledge graph.
Three-tier inference — local graph → LLM reasoning → web-grounded — each gated by permission. Only pay for what you need.
Row-level PostgreSQL RLS, envelope encryption with Vault transit keys, and mandatory tenant isolation on every operation.
Define entity schemas with enrichment hints. Store partial objects, let the worker fill in the gaps based on your KB and permissions.
Native MCP server implementation for tool integration. Exposes memory ops as tools for any MCP-compatible agent client.
Traditional databases fail when two agents write to the same field simultaneously. Copepod's QCR (Queue-Consolidate-Resolve) architecture handles this automatically — every write goes through a queue, conflicts are detected and resolved by policy, and the canonical state is always consistent.
Agents write to the queue with status PENDING
Consolidation worker polls every 500ms, groups by memory node
Conflicts resolved by policy (NEWER_WINS / CONFIDENCE_WINS / DEFER_TO_HUMAN)
Committed atomically — dirty flag cleared, agents notified via header
Knowledge Structures store partial objects. The enrichment worker fills in the gaps — but only using engines your plan allows. KG inference is always free. LLM inference requires Pro. Web-grounded inference requires Enterprise.
Start free. Scale when your agents need more memory.
For individuals exploring agentic memory
For teams building multi-agent products
For organizations at scale