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NieTa is a user-friendly platform that enables character creation, story development, AI-assisted video generation, and community interaction, aiming to lower the barriers to content creation.

| The AI Engineering Hub is a GitHub-hosted project providing resources for AI engineering, including tutorials on LLMs and RAG, real-world AI agent applications, and adaptable examples. It supports developers of all skill levels through open contribution and community engagement.

The MCP Python SDK is an official toolkit for implementing MCP servers and clients, enabling secure communication between large language models (LLMs) and external data sources. It supports building clients and servers, handling protocol messages, and integrating with tools like Claude Desktop and ASGI servers.

| Composio is an open-source toolset designed to simplify interactions between AI agents and external services/systems. It provides production-ready tools for AI agents and large language models (LLMs), particularly suited for developing chatbots, intelligent assistants, and automation workflows. The platform supports over 250 tools across various categories including software operations, OS functions, and search capabilities, with compatibility for multiple AI frameworks and authentication protocols.

OpenManus is an open-source AI agent framework designed to help developers quickly build intelligent task-processing systems. It supports reinforcement learning-based model tuning (e.g., GRPO) to enhance large language models (LLMs) in complex tasks. Key features include no invite codes, LLM API configuration, and multi-agent modes (some unstable). Installation requires Python 3.12, and it supports two installation methods.