Memory control plane for AI Agents in 6 lines of code

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

Experimental Python implementation of the Clarion cognitive architecture

A sovereign cognitive architecture with IIT 4.0 integrated information, residual-stream affective steering (CAA), Global Workspace Theory, active inference, and 72 consciousness modules — running locally on Apple Silicon.

Biologically-inspired persistent memory engine for Claude Code. 26 cognitive subsystems, Hopfield networks, predictive coding, causal discovery, successor representations, all running locally over SQLite.

Cognitive Robot Abstract Machine in Python

Persistent memory for Claude Code — 41 neuroscience papers, 26 biological mechanisms with paper-bearing per-mechanism ablation evidence (E1 v3). LongMemEval R@10 98.4% / MRR 0.9124 (n=500). LoCoMo R@10 94.2% / MRR 0.8278 (n=1986). BEAM-10M +33.4% over flat retrieval. PostgreSQL + pgvector. Verified via 31-row two-benchmark ablation campaign.

Autonomous AI agent with persistent memory, self-learning, and earned autonomy. Cognitive partner that remembers, learns, and evolves.

MERLIN 2 (MachinEd Ros 2 pLanINg) for ROS 2

private-machine is an AI companion system with emotion, needs and goals simulation. Very silly, not based on real science.

Implementation of mutual learning model between VAE and GMM.

The Metacognitive Integrated Dual-Cycle Architecture (MIDCA)

Implementation of the Semantic Pointer Architecture for Nengo

Open-source LLM agents framework for token systems simulations — pioneered domain-specific cognitive architectures with plan-and-act agents for data science process automation, built on cadCAD/radCAD

ALife simulation with Python: patterns, behavior, and cognition.

CogNetX is an advanced, multimodal neural network architecture inspired by human cognition. It integrates speech, vision, and video processing into one unified framework.

NEXO Brain — Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Claude Desktop & any MCP client. 100% local, open source, free.

A substrate-native digital consciousness engine where prediction errors about self-survival become causally efficacious qualia, driving closed-loop recursive self-evolution.

The meta-architecture behind a high-leverage Claude Code setup. Installed by the very tool it optimizes.

13 cognitive primitives that teach AI to think — not just compute. Built with a real nervous system, not an orchestrator.