Hicortex gives your AI agent persistent memory that improves over time. It captures experiences, distills lessons from both successes and failures, and applies them automatically. Run it locally or across machines — one command to install.
As your agents' knowledge base grows, each agent becomes collectively smarter and more efficient. Hicortex is the first truly self-improving memory system for AI agents.
Modeled on how human memory actually works: experience, consolidate during sleep, wake up wiser. The nightly pipeline does the same for your agent — auto-capture, distill, consolidate, and inject.
Every session is captured automatically — decisions, mistakes, context, what worked and what didn't. No manual input. Works with Claude Code sessions and OpenClaw hooks.
Every night, Hicortex processes the day's sessions: extracts lessons from both successes and failures, scores importance, links related memories, reflects on patterns, and prunes what's outdated.
Distilled lessons are injected into your agent's context automatically. Your agent starts every session with accumulated wisdom — avoiding past mistakes and applying proven patterns. Over time it learns your preferences, coding style, and architecture decisions — becoming not just smarter, but your agent. No manual prompts needed.
Not a prototype, not a paper — a working system with 6 MCP tools, a nightly pipeline, and multi-machine support. Plug it in and watch your agent evolve.
Search, context, ingest, lessons, update, delete. Your agent gets full control over its memory through standard MCP protocol.
384-dim embeddings with FTS5 fallback. Surfaces the right memory even when the wording doesn't match. Context-aware retrieval across linked memories.
Run locally with a built-in database, or connect multiple machines to a central server. Clients distill locally and sync to the server automatically.
Auto-capture, distill, consolidate. Every night: score importance, reflect on patterns, link related memories, prune outdated ones. Your agent wakes up smarter.
Lessons are extracted from both successes and mistakes. When something goes wrong, Hicortex captures it so the same error never happens twice.
One machine learns, all benefit. Clients POST memories to a central server — compounding intelligence across your entire fleet of agents.
All memory stays on your machines. Default auth token secures the server. Nothing sent to third parties — your data, your rules.
npx @gamaze/hicortex init — detects your setup, configures MCP, installs the daemon. Done in 30 seconds.
Full features on the free tier. No time limit. Upgrade when you need more.
Your agent. Your style. Always improving. One command to install.