Hebbian Memory Python Packages

memory-os-ai

Memory OS AI — Adaptive memory system for AI agents (forked from RoaminS/Memory-os-ai)

spector-client

Memory backbone for AI agents. Four-tier store — working, episodic, semantic, procedural — with decay, consolidation, and association graphs. Fused semantic + SIMD-accelerated hybrid recall, in-process MCP, REST/gRPC, and language SDKs.

fernme

A lightweight memory engine for AI agents using fuzzy graphs, Hebbian updates, and optional LLM gating.

mcp-openclaw-extensions

138-tool generic MCP server for AI agent firms. Works with Claude Code, Codex, VS Code, Cursor, Antigravity

firm-cli

One command to create, start, and manage AI agent firms — inter-session Hebbian memory included