# Crewloom

> Apache-2.0 toolkit with 47 specialist AI agent roles, working memory, MCP integration, and isolated Docker execution for existing agent hosts.

Crewloom is a bilingual English/Arabic AI-agent toolkit from RUMUZE Agency. The current public repository provides 47 specialist roles, working memory, registered tools, an MCP bridge, and isolated Docker execution. It is licensed Apache-2.0.

## Public toolkit

The repository supplies roles and playbooks for existing agent hosts, project-scoped context and memory, a CLI, an optional local dashboard, and managed execution workflows. Git and Python 3.9 or newer are required for the core; isolated workflows also require Docker. The repository states that it does not include a hosted orchestration server or a model provider and is distributed through Git rather than a published npm or PyPI package.

## Scope and website differences

The marketing website separately advertises desktop beta v0.5.10 and a proprietary agent engine, as well as Telegram/WhatsApp bridge and local-model capabilities. These claims should not be treated as the license or packaging of every public repository component. The public toolkit license does not establish free access to a separate proprietary engine, hosted service, or model provider.

## Verification

Roles guide the host agent, and repository checks validate structure and recorded evidence. Marketing claims such as zero destructive regressions and sub-millisecond execution are not general guarantees of safe behavior or independent performance measurements. Teams must verify changes and supply their own model access and project inputs.

## Features
- 47 specialist AI-agent roles
- English and Arabic workflows
- Project-scoped working memory and context
- MCP bridge for agent hosts
- Isolated Docker execution
- Optional local dashboard
- Concurrent task worktrees

## Integrations
Git, Docker, MCP clients, Claude Code, Codex

## Platforms
MACOS, LINUX, CLI, WEB

## Pricing
Open Source

## Links
- Website: https://crewloom.org
- Documentation: https://github.com/crewloom/crewloom#readme
- Repository: https://github.com/crewloom/crewloom
- EveryDev.ai: https://www.everydev.ai/tools/crewloom