nanoclaw

nanobot is a lightweight personal agent runtime that works through a browser UI, terminal, or chat services including Telegram, Discord, WeChat, Slack, and email. It supports tools, web access, MCP, memory, scheduled automation, model routing, a Python SDK, and an OpenAI-compatible API; installation requires Python 3.11 or newer and a configured model provider.

PicoClaw packages a personal AI assistant as a portable Go binary for x86, ARM, RISC-V, MIPS, and other architectures, with a reported core memory footprint below 10 MB. It can connect to many model providers and chat channels, manage MCP server configurations, schedule jobs, and spawn asynchronous sub-agents. Most hosted model choices still require their corresponding credentials.

Rasa Open Source combines natural-language understanding with dialogue management for assistants that handle multi-turn conversations and connect to channels such as Slack, Telegram, and Twilio. The classic framework is now in maintenance mode, while newer Rasa agent development is moving toward Hello Rasa and the CALM engine.

Agentshire is an OpenClaw and QClaw plugin that maps agents and sub-agents into visible 3D citizens. Its browser town reflects task dispatch, collaboration, streamed dialogue, coding activity, and completion animations, while users can chat through the same interface. A map editor and character workshop let people customize the environment and NPCs. Starting the OpenClaw Gateway opens the local town after installation. Compatibility is version-sensitive: OpenClaw 2026.3.13 is recommended, while 2026.4.x is not yet supported.