🤖 Swarmclaw: Self-hosted Multi-agent Runtime

The direction here is clear: Swarmclaw is an open-source, self-hosted AI agent runtime and multi-agent framework. It is built for developers who want to run autonomous agent swarms on their own infrastructure rather than relying entirely on managed cloud services. The framework includes core orchestration features like agent memory, task scheduling, delegation, and native support for MCP tools. It integrates with over 23 LLM providers, ranging from Claude and GPT to local models via Ollama. In practice, it positions itself as a self-hosted alternative to tools like LangChain or Claude Code.