ContextLattice gives your MCP clients persistent memory through a local-first orchestration layer. It exposes unified write/read endpoints for durable context storage, staged retrieval across vector lanes (Qdrant, pgvector, topic rollups), and a memory graph API for explicit and inferred relationships between entities. The Go/Rust runtime handles ingestion fanout and degradation policies while keeping everything on your machine by default. Reach for this when you need your agents to remember across sessions without sending context to external services, or when you want typed memory edges and semantic neighbor queries beyond simple RAG. Ships with Docker Compose profiles from lite (8GB RAM) to full operator stacks, plus CLI tools for checkpointing and search.
claude mcp add --transport stdio sheawinkler-contextlattice uvx contextlattice