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

darwin-lau/langmanus

A community-driven AI automation framework that builds upon the incredible work of the open source community. Our goal is to combine language models with specialized tools for tasks like web search, crawling, and Python code execution, while giving back to the community that made this possible. observed · 2026-08-28

github.com/darwin-lau/langmanus · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

25/100

  • Activity 11
  • Release rhythm 35
  • Longevity 38

Flags: no_releases

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: n/a
  • age_days: 534
  • days_rel: n/a
  • days_push: 534
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1316 stars · 1190 forks observed · 2026-08-28

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

LangManus is a community-driven Python framework for building hierarchical multi-agent AI automation systems, where a supervisor coordinates specialized agents like researcher, coder, browser, and reporter. It integrates LLMs with tools for web search, crawling, and Python code execution, and includes a web UI.

Use cases

  • build a multi-agent ai assistant
  • automate research tasks with llm agents
  • agent that searches the web and runs python code
  • orchestrate specialized llm agents with a supervisor
  • create automated report generation from web research
  • experiment with hierarchical agent architectures

When to choose

  • you want a ready-made hierarchical multi-agent system in Python
  • you need agents combining web search, browsing, and code execution
  • you want to use open-source models via OpenAI-compatible APIs

When to avoid

  • you need a simple single-agent chatbot
  • you require a production-hardened, enterprise-supported framework
  • you work outside the Python ecosystem

Facets

framework · maturity active

agent-framework web-scraping search-engine llm-inference chatbot artificial-intelligence large-language-models developer-tools python cross-platform multi-agent hierarchical-agents supervisor-agent web-search python-code-execution openai-compatible tavily langgraph ai-agents automation docker

1 source

Member repositories

RepositoryRoleHealth v2
darwin-lau/langmanusmain25

For agents

markdown · JSON · MCP: product_card(name="darwin-lau/langmanus")

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