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

multica-ai/multica

Make humans and AI agents work as one team — open-source and self-hostable. observed · 2026-08-28

github.com/multica-ai/multica · homepage · Go · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

78/100

  • Activity 99
  • Release rhythm 87
  • Longevity 16

Flags: no_license

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: 0.0
  • age_days: 232
  • days_rel: 7
  • days_push: 7
  • n_releases_24m: 147

Full methodology

Adoption not part of the score

47845 stars · 6139 forks observed · 2026-08-28

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

Multica is an open-source, self-hostable workspace for managing AI coding agents as first-class teammates alongside humans. Agents get assigned issues, work autonomously on controlled runtimes, report progress, and hand results back for review, with support for 23 agent CLIs like Claude Code, Codex, and Cursor.

Use cases

  • assign coding tasks to AI agents like teammates
  • orchestrate multiple AI coding agents in one workspace
  • self-host an AI agent project management platform
  • track agent progress and blockers on a shared board
  • run scheduled autonomous agent tasks
  • share reusable skills across AI agents
  • coordinate humans and AI agents in one team

When to choose

  • you run several AI coding agents and lose context across terminal sessions
  • you want agents to pick up issues, comment, and deliver PRs autonomously
  • you need self-hosting and full control over your data and LLM providers
  • you want one activity feed combining human and agent work

When to avoid

  • you only need a single agent in a terminal without team workflow
  • you want a lightweight issue tracker without agent orchestration
  • you cannot run agent runtimes on infrastructure you control

Facets

application · maturity active

agent-framework workflow-automation scheduling chatbot mcp developer-tools self-hosted large-language-models developer-tools self-hosted cross-platform self-hosted cross-platform go cli ai-agent-orchestration project-management human-agent-teams coding-agents issue-tracking agent-runtimes squads skills slack-integration telegram-bot ai-agents automation docker web-server desktop mobile

5 sources

Member repositories

RepositoryRoleHealth v2
multica-ai/multicamain78

For agents

markdown · JSON · MCP: product_card(name="multica-ai/multica")

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