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

jd-opensource/OxyGent

[ACL 2026] OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction https://arxiv.org/abs/2604.25602 observed · 2026-08-28

github.com/jd-opensource/OxyGent · homepage · Python · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

60/100

  • Activity 93
  • Release rhythm 35
  • Longevity 29

Flags: no_releases no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 411
  • days_rel: n/a
  • days_push: 43
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

2067 stars · 274 forks observed · 2026-08-28

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

OxyGent is an open-source Python framework that unifies tools, models, and agents into modular 'Oxy' components for building multi-agent systems. It emphasizes modularity, observability, and evolvability, supporting agent topologies from simple ReAct to complex hybrid architectures.

Use cases

  • build a multi-agent AI system in python
  • orchestrate llm agents with tools and models
  • create production-ready agent pipelines
  • decompose tasks across collaborating ai agents
  • hot-swap and reuse agent components across scenarios
  • build a ReAct agent with full decision auditability

When to choose

  • you need a modular, extensible multi-agent framework in Python
  • you want transparent, auditable agent decision pipelines
  • you need flexible agent topologies beyond rigid workflows
  • you want rapid assembly of agents from standardized components

When to avoid

  • you need a single-agent chatbot with minimal overhead
  • you require a framework in a language other than Python or Java
  • you need a fully managed cloud agent service rather than a self-hosted framework

Facets

framework · maturity active

agent-framework llm-inference workflow-automation sdk artificial-intelligence large-language-models developer-tools python cross-platform multi-agent-systems oxy-abstraction modular-agents production-ready acl-2026 ai-agents

2 sources

Member repositories

RepositoryRoleHealth v2
jd-opensource/OxyGentmain60

For agents

markdown · JSON · MCP: product_card(name="jd-opensource/OxyGent")

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