Contextlattice

ContextLattice is an HTTP-first, MCP-compatible memory/context/task orchestrator built for long-horizon agent work.

Why this exists:

• In long-horizon workflows, agents that forget prior decisions repeat avoidable mistakes; the result is brittle output and operator fatigue.
• Finite context windows are unavoidable; without a durable memory/context system, retrieval quality decays toward zero as horizon length increases.
• ContextLattice also serves as a telemetry database backend for app stacks that generate sustained high write volume.

What ships:

• one ingress write path + durable outbox fanout
• federated retrieval egress + context-quality feedback prompting + learning rerank loop
• local-first security defaults
• telemetry-grade throughput with queue controls and backpressure

Start in minutes: https://contextlattice.io/installation.html