Ross ROSS = Recommend OSS · open-source software intelligence for agents

ZHangZHengEric/Sage

Multi-Agent System Framework For Complex Tasks observed · 2026-09-03

github.com/ZHangZHengEric/Sage · homepage · Python · MIT (permissive) observed · 2026-09-03

Health v2 · maintenance only

82/100

  • Activity 100
  • Release rhythm 86
  • Longevity 33
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 1.0
  • age_days: 465
  • days_rel: 99
  • days_push: 0
  • n_releases_24m: 41

Full methodology

Adoption not part of the score

1213 stars · 101 forks observed · 2026-09-03

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Sage is a Python-based multi-agent framework and platform for planning, executing, and delivering complex tasks with LLM-powered agents. It provides a visual workbench, browser automation, MCP tool integration, sandboxed execution, and omnichannel messaging delivery across desktop, web, CLI, and Chrome extension surfaces.

Use cases

  • orchestrate multiple llm agents to complete complex tasks
  • automate browser workflows with ai agents
  • run scheduled recurring agent jobs
  • deliver agent results to wechat, feishu, or dingtalk
  • build a self-hosted manus-like agent platform
  • execute agent code in a sandboxed environment
  • inspect agent tool outputs and files in a visual workbench

When to choose

  • you need a production-ready multi-agent platform with planning, execution, and self-check loops
  • you want integrated browser automation, MCP tools, and IM delivery in one stack
  • you need sandboxed agent execution with enterprise auth and deployment options

When to avoid

  • you only need a lightweight single-agent library with minimal dependencies
  • you want a framework with a large established ecosystem and long-term track record
  • you need non-Python-first agent orchestration

Facets

framework · maturity active

agent-framework workflow-automation chatbot mcp web-scraping scheduling chat-interface large-language-models developer-tools python cross-platform cli browser-extension self-hosted multi-agent llm-agents browser-automation im-integration sandboxed-execution task-automation manus-style visual-workbench ai-agents automation desktop web-server docker

2 sources

Member repositories

RepositoryRoleHealth v2
ZHangZHengEric/Sagemain82

For agents

markdown · JSON · MCP: product_card(name="ZHangZHengEric/Sage")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem