Vibe Coding Discoveragentica
View on GitHubOne person, a team of agents. Multi-session CLI that collaborates across terminals; /goal keeps long tasks running; WeChat/WeCom/Feishu gateway lets you call them back when you walk away. Async Python SDK, persistent memory, self-evolving skills.
Agentica is an Apache-2.0 Python SDK and CLI for building multi-agent systems: each terminal session is a collaborating agent, with async tools, persistent memory, self-evolving SKILL.md, MCP/RAG support, and a local Web/Desktop gateway plus WeChat/Feishu callbacks.
Use Cases
coding assistantdeep research agentsmulti-session agent collaborationRAG question answering over PDFsfinancial research pipelinecustomer service agentsdata analysisworkflow automationautomated code reviewIM bot for WeChat/WeCom/Feishu/Telegramlong-running goal tasksagent skill reuse across sessions
Built With
- Language
- Python
- Frameworks
- LangChain · LlamaIndex · LiteLLM · MCP · ACP · Pydantic · prompt-toolkit · Docker · Vite · React
Tags
multi-agent · agent-framework · cli · python-sdk · persistent-memory · self-evolving-skills · mcp · rag · workflow · swarm · async · context-compression · guardrails · gateway · im-integration · desktop-app