Clear Agent is a developer-focused framework designed to simplify building AI-driven agents. It offers tool registration, memory management, and customizable agent classes that process user instructions, call APIs or local functions, and return structured responses. Developers can define workflows, extend functionality with plugins, and deploy agents on multiple platforms without boilerplate code. Clear Agent emphasizes clarity, modularity, and ease of integration for production-ready AI assistants.

Linguistic Agent System is an open-source Python framework designed for constructing intelligent agents that leverage language models to plan and execute tasks. It includes components for memory management, tool registry, planner, and executor, allowing agents to maintain context, call external APIs, perform web searches, and automate workflows. Configurable via YAML, it supports multiple LLM providers, enabling rapid prototyping of chatbots, content summarizers, and autonomous assistants. Developers can extend functionality by creating custom tools and memory backends, deploying agents locally or on servers.