ellmos-ai

BACH v3.7.1 — Text-based OS for LLMs. Personal Agentic OS with 109+ handlers, 373+ tools, 932+ skills, portable agents, MCP servers, bridge system (Telegram/REST), LLM chain orchestration, and full EN/DE multilingual support.

Provider-neutral LLM router and model orchestration engine with auto-learning and budget zones

Self-hosted AI research & knowledge stack: Ollama + n8n + Rinnsal + KnowledgeDigest

Local-first LLM operating-system hub for BACH, Rinnsal, gardener, SQLite agent memory, MCP servers, skills, and multi-agent orchestration

Testing framework for LLM operating systems - B/O/E test methodology

LLM swarm intelligence toolkit — 5 parallel execution patterns for orchestrating multiple LLM instances

Alpha MCP server for local-first LLM orchestration: memory, knowledge, state, routing, swarm planning, API discovery, tests, automation, and plugins.

Claude Patcher -- MCP tools that extend Claude Code beyond built-in capabilities. Fix encoding, convert formats, detect duplicates, batch rename, archive, and more.

Gardener -- LLM-native operating system. Everything lives in a searchable SQLite database. Four functions, two databases, one search.

LLM automation framework: autonomous agent chains (Marble Runs) for Claude Code

Lightweight LLM agent infrastructure: Memory, Connectors, Automation. Extracted from BACH.

United Shared Memory Client -- cross-agent persistent memory access layer for LLM systems

Individualized worksheets for educational and therapeutic professionals from a support goal, level, and age — local LLM agent workflow, bring-your-own ICF references; a material generator, not a therapy program