Qualixar Python Packages

superlocalmemory

World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588

slm-mcp-hub

The first MCP gateway that learns, hot-reloads, and serves both stdio + HTTP natively — intelligent federation, zero-restart server lifecycle, native Claude Desktop integration, and learned routing for Model Context Protocol.

agentassert-abc

Formal behavioral specification and runtime enforcement for autonomous AI agents. Agent Behavioral Contracts (ABC).

skillfortify

First formal security scanner for AI agent skills & plugins. Static analysis, supply chain verification, SBOM generation. 22 frameworks supported including MCP, LangChain, CrewAI.

agentassay

Formal regression testing for non-deterministic AI agent workflows

slm-mesh

Python client for SLM Mesh — peer-to-peer communication for AI coding agents.

llama-index-storage-chat-store-superlocalmemory

LlamaIndex chat store backed by SuperLocalMemory V2 — 100% local, zero cloud