SochDB is a high-performance embedded, ACID-compliant vector database purpose-built for AI agents and memory

MindForge is a Python library designed to provide sophisticated memory management capabilities for AI agents and models. It combines vector-based similarity search, concept graphs, and multi-level memory structures (short-term, long-term, user-specific, session-specific, and agent-specific) to enable more context-aware and adaptive AI responses.

A graph-native memory database for AI agents

Bootstrap an AI-agentic SDLC harness around any software project — new or existing, any stack, single- or multi-repo. Dual-ecosystem plugin marketplace: se-harness for Claude Code, se-harness-copilot for GitHub Copilot CLI.

Agent Memory Operating System: typed, auditable, model-neutral memory infrastructure for long-running AI agents.

Open source, free, private, local, generative co-intelligence scaffold

Minimal agent with persistent JSON memory