multica-ai

multica: Coordinate AI Coding Agents and Human Teams

Multica is a self-hostable workspace for assigning issues to AI coding agents and collaborating with human teammates. Built on a Go backend, it runs agent CLIs on machines you control and connects work to progress updates, execution logs, and human review.

Stars
53.2k
Forks
7k
Stars, last 28 days
+2,732
Last commit
today
Contributors
100+

Our take

Activeregular commits and releases

Health score

79/100

How it is scored
Activity
90
Community
89
Issues
79
Pull requests
58

+2,732 stars in the last 28 days

  • Releases more often than 93% of the projects we track
  • Merges more pull requests than 82% of the projects we track
  • More contributors than 78% of the projects we track

Multica is an actively developed coordination layer for teams that want agents to work through issues with visible runs and human review, rather than as isolated coding sessions.

Good fit if

  • Your team already uses supported agent CLIs and wants a shared issue-based workflow for them and human teammates.
  • You need agents to run on machines you control, or want to self-host the workspace.
  • You value an active project with frequent commits and releases, broad contributor participation, and quick median issue and pull request handling.

Look elsewhere if

  • You want a coding model or agent bundled with the product. Multica drives agent CLIs that you install and authenticate separately.
  • You need a permissive, standard license without additional conditions for hosted services, commercial embedding, or branding.
  • You do not want to operate or depend on a workspace with a Go backend and PostgreSQL, or install Docker for local development and self-hosting.
All health signals
Last commit2026-10-19 (today)
Commits, last 90 days100+
Releases, last 12 months100+ (latest v0.6.3, 2026-10-16)
Contributors100+ (top contributor: 29% of commits)
Issues closed, last 90 days22+ (typically closed in 1 day)
Pull requests merged, last 90 days71 (typically merged in 1 day)
Project age9 months

Checked on 2026-10-20 with the GitHub API.

Project history

Daily GitHub snapshots since Oct 7, 2026. History covers stars and forks; health signals are not tracked historically.

Selected snapshot

Stars

54,797

Forks

7,213

Change since Nov 3, 2026: +132 stars·+20 forks

Overview

Multica is a workspace where teams assign issues to AI coding agents as they would to teammates. Built on a Go backend, it connects a web app, desktop and mobile clients, and a local daemon that runs agent CLIs on machines you control. Agents report progress, raise blockers, and return work for human review, keeping the task, run, and changes connected.

It is aimed at teams already using coding agents who want a shared way to coordinate them with people instead of managing separate terminal sessions. You can use Multica through its cloud service or self-host it, and connect it to GitHub, GitLab, Gitea, or Forgejo.

Key Features

  • Assign issues to configured agents and track work through a shared board.
  • Run agent CLIs on connected computers, including your own laptop or cloud machine.
  • Review execution logs containing tool calls, commands, and errors.
  • Keep completed work behind a human review gate before it reaches the main branch.
  • Group work into projects and give agents relevant repository and document context.
  • Schedule recurring tasks such as standups, audits, and reports with autopilots.
  • Connect Git hosting services and team chat channels, with access controls for workspaces and agents.
  • Use the workspace through web, desktop, mobile, CLI, and API surfaces.

Use Cases

  • A software team can assign routine issues to coding agents and review their changes in the same workflow as human contributions.
  • A developer using several agent CLIs can coordinate their tasks and inspect what each run did without relying on separate terminal tabs.
  • A team with its own infrastructure can run agents beside its code and self-host the workspace rather than use Multica Cloud.
  • A team can schedule recurring repository checks or reports and review the results when an agent flags a decision or blocker.

What you need

Detected in the repository

  • Node.js >=22 (from package.json)
  • A Dockerfile, so it can run in a container; a Compose file sets up the related services
  • A test suite and automated checks on GitHub Actions

Getting Started

For cloud access, sign up at multica.ai. For self-hosting, the README provides this installer command:

curl -fsSL https://raw.githubusercontent.com/multica-ai/multica/main/scripts/install.sh | bash -s -- --with-server
multica setup self-host

You will also need at least one supported agent CLI installed and signed in on the machine that runs agents. See the README and self-hosting guide for setup details.

License in Plain Words

No standard license was detected. Without a license, the default copyright rules apply: you may read the code, but not reuse it. Check the repository or ask the authors.

Alternatives

  • AgentTeams: AgentTeams coordinates agents in shared Matrix rooms, while multica centers work on issues assigned to coding agents.
  • codeg: Codeg organizes agent conversations, sessions, and code changes around ACP, while multica focuses on issue assignment and review.
  • vicoa: Vicoa offers agent management across desktop, web, mobile, and CLI, while multica centers collaboration on assigned issues and execution progress.
ProjectLanguageLicenseStarsStatus
multicaGo–53.2kActive
AgentTeamsGoApache-2.05.9kActive
codegRustApache-2.04kActive
VicoaPythonAGPL-3.0516New

Considerations

  • The project is active, with regular commits and releases, but its measured history is still relatively young. High activity is not a guarantee of long-term stability.
  • Self-hosting involves a Go backend, PostgreSQL, and Docker. The README describes Docker Compose installation; Helm is not listed as a supported requirement option.
  • Multica does not supply agent models or CLIs. You must install and authenticate a supported CLI on the runtime machine.
  • The repository describes its license as the Multica License, based on Apache 2.0 with additional conditions. Review the exact license terms, especially for hosted services, commercial embedding, and branding.
  • The README says the iOS app builds from source but is not yet available on the App Store.

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