shibing624/agentica
Agentica: Lightweight async-first Python framework for AI agents. 轻量级异步优先的AI Agent框架，支持工具调用、RAG、多智能体和MCP。
Provides 40+ built-in tools (search, code execution, file operations, OCR, image generation) and supports multiple agent patterns including Teams for dynamic delegation and Workflows for deterministic orchestration. Built on async-first primitives enabling parallel tool execution via `asyncio.gather()`, with integrations for LangChain/LlamaIndex RAG, MCP protocol support across stdio/SSE/HTTP transports, and a Markdown-based Skill system for model-agnostic capability injection.
251 stars and 462 monthly downloads. Available on PyPI.
Stars
251
Forks
31
Language
Python
License
Apache-2.0
Category
Last pushed
Mar 09, 2026
Monthly downloads
462
Commits (30d)
0
Dependencies
19
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