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

aden-hive/hive

Multi-Agent Harness for Production AI observed · 2026-08-28

github.com/aden-hive/hive · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

76/100

  • Activity 98
  • Release rhythm 81
  • Longevity 16
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: 2.0
  • age_days: 234
  • days_rel: 124
  • days_push: 12
  • n_releases_24m: 37

Full methodology

Adoption not part of the score

10974 stars · 5672 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

OpenHive is a model-agnostic multi-agent harness and runtime layer for production AI workloads, organizing specialized agents into 'colonies' led by a persistent Queen agent. It provides state management, failure recovery, observability, and human-in-the-loop oversight, with MCP tool support and support for OpenAI, Anthropic, and Gemini models.

Use cases

  • orchestrate multiple ai agents to run a business process
  • run autonomous agents in production with failure recovery
  • add human approval steps to agent workflows
  • build self-improving agent systems with mcp tools
  • coordinate worker agents under a lead agent
  • self-host an agent runtime for claude and openai models

When to choose

  • you need production-grade agent orchestration with state management and observability
  • you want multi-agent collaboration with human-in-the-loop oversight
  • you need a model-agnostic runtime supporting OpenAI, Anthropic, and Gemini
  • you want MCP tool integration in an agent framework

When to avoid

  • you only need a simple single-agent chatbot
  • you want a fully managed cloud service rather than self-hosting
  • your use case is unrelated to LLM-driven agents

Facets

framework · maturity active

agent-framework workflow-automation mcp chatbot monitoring artificial-intelligence large-language-models developer-tools python self-hosted cross-platform multi-agent human-in-the-loop self-improving model-agnostic agent-colony harness production-ai openai anthropic gemini ai-agents automation

1 source

Member repositories

RepositoryRoleHealth v2
aden-hive/hivemain76

For agents

markdown · JSON · MCP: product_card(name="aden-hive/hive")

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