affaan-m/ECC
ECC is a comprehensive agent harness performance optimization system providing skills, instincts, memory, security, and research-first development for various AI agent harnesses including Claude Co...
HKUDS/nanobot
nanobot is a Python-based, open-source framework designed for building and deploying personal AI agents. It prioritizes a lightweight architecture, allowing for self-hosted operation with a WebUI, terminal interface, or integration into various chat applications like Telegram, Discord, and Slack. The framework incorporates essential AI agent capabilities, including tool utilization (files, shell, web search, MCP), long-term memory management through its 'Dream' feature, and support for multi-agent delegation. It also facilitates scheduled automations and offers an OpenAI-compatible API, making it versatile for integrations. A core design principle is its "small core," aiming for readable and customizable internals that include built-in MCP (Model Context Protocol) integration, memory management, deployment utilities, and automation features. This enables users to inspect, customize, and extend the system without relying on large, monolithic platforms, providing significant control over their AI stack. nanobot supports flexible model integration, accommodating OpenAI-compatible APIs, local LLMs, and various image generation and search services, complete with fallback mechanisms. It emphasizes persistent workflows, allowing goals, memory, tools, and chat context to endure long-running tasks, making it suitable for continuous personal AI assistance and automation.
https://github.com/HKUDS/nanobot
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