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 · 2026-10-11

github.com/multica-ai/multica · homepage · Go · NOASSERTION (other) observed · 2026-10-11

Health v2 · maintenance only

79/100

  • Activity 99
  • Release rhythm 86
  • Longevity 20

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 0
  • age_days: 280
  • days_rel: 19
  • days_push: 10
  • n_releases_24m: 162

Full methodology

Adoption not part of the score

52428 stars · 6828 forks observed · 2026-10-11

What it is AI-extracted, prompt v1, taxonomy v1, 2026-09-21, confidence 0.97

Multica is an open‑source, self‑hostable platform that lets you manage human and AI coding agents together as teammates. It provides a unified workspace where agents can be assigned issues, report progress, and deliver code just like a human collaborator.

Use cases

  • Assign coding tasks to AI agents and track their progress alongside human developers
  • Create reusable skills/playbooks that agents can invoke for common development patterns
  • Run automated code reviews and refactoring with AI agents in a shared project board
  • Coordinate multiple AI coding tools (Claude, Codex, Cursor, etc.) within a single workflow
  • Set up scheduled runs where agents continuously work on backlog items without manual prompting
  • Manage a hybrid team of humans and AI agents in a single issue‑tracking interface

When to choose

  • You need a unified interface to manage both human developers and multiple AI coding agents
  • You want to self‑host the solution to keep all data on your own infrastructure
  • Your team relies on various AI coding tools and wants to orchestrate them as teammates
  • You require traceable issue lifecycles with agent comments, status updates, and code diffs

When to avoid

  • You only need a simple CLI tool for single‑agent interactions
  • You prefer a hosted SaaS solution with no self‑hosting responsibilities
  • Your workflow does not involve AI coding agents or automated code generation

Facets

application · maturity active

workflow-automation cli developer-tools self-hosted windows human-agent-teams issue-tracking skill-library agent-runtime open-source self-hosted project-management team-collaboration ai-agents devops software-development web-server desktop mobile docker linux macos

5 sources

Member repositories

RepositoryRoleHealth v2
multica-ai/multicamain79

For agents

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

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem