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multica
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multica

Active·★ 53.5k·NOASSERTION·Updated 2026-10-22
★ Most Popular

Multica turns the pile of agent terminals most developers end up with into one workspace. Instead of running Claude Code in one tab and Codex in another, re-explaining the same context each session, you file an issue, set an agent as the assignee, and let it work on a machine you control. The agent comments as it goes, raises blockers, and moves the issue to review when it is done, so the intent, the run and the diff stay attached to one record.

It is deliberately not a model or an agent of its own. Multica drives the agent command-line tools you already have installed and signed in, and the README lists 26 of them, including Claude Code, Codex, Cursor Agent and GitHub Copilot CLI. Switching provider is a dropdown rather than a migration. Work runs through a daemon on your laptop or a cloud box, which keeps code on your own hardware, and the whole stack can be self-hosted with Docker Compose or Helm.

The oversight features are what separate it from a simple task runner: an execution log that replays every tool call and error, per-run cost analytics, review gates so work lands in review rather than main, retries and timeouts, and roles with access scopes. It suits small teams that already run several coding agents in parallel and want one place to review what they did. Note that the license is listed as source-available rather than a standard open-source license, so check it before building a business on top.

This write-up is based on the project's README and public repository data. We have not hand-tested the tool. Data as of 2026-10-17.

License
Not detected by GitHub
Latest release
v0.6.3 · 2026-10-16
Last commit
2026-10-16
Contributors
346
Forks
6,950
Open issues and PRs
1,902
First published
2026-01-13

Source: GitHub, npm and PyPI public APIs.

#multi-agent#coding-agents#project-management#self-hosted#agent-orchestration#issue-tracking
$ Install
$ curl -fsSL https://raw.githubusercontent.com/multica-ai/multica/main/scripts/install.sh | bash -s -- --with-server
↗ Visit site★ GitHub
01

Features

01Assign issues to agents the same way you assign them to people, with review gates before anything ships
02Drives 26 agent CLIs including Claude Code, Codex, Cursor Agent and GitHub Copilot CLI
03Execution log replays every tool call, command and error, with per-run cost analytics
04Squads, reusable skills, cron-based autopilots and workspace roles with access scopes
05Runs on your own machines via a daemon, so code stays local; works with GitHub, GitLab, Gitea and Forgejo
02

Why choose it

+Works with the agent CLIs you already use (26 listed), so there is no model or provider lock-in.
+Code stays on your own machines: agents run through a daemon on a laptop or cloud box you control.
+Strong oversight: replayable execution logs, per-run cost analytics and review gates before anything ships.
+Can be self-hosted with Docker Compose or Helm, with GitHub, GitLab, Gitea and Forgejo supported.
03

Trade-offs

!It does not ship a model: each machine needs at least one supported agent CLI installed and signed in.
!License is NOASSERTION on GitHub and described as source-available, so it may not meet open-source requirements.
!Some pieces are partial: the iOS app builds from source and is not yet on the App Store, and some chat integrations are community-maintained.
05

Maintenance check

ActiveChecked: 2026-10-19
Last commit
2026-10-19
Commits, last 90 days
100+
Releases, last 90 days
30
Latest release
v0.6.3 (2026-10-16)
Open issues
1878
Recent issues with at least one comment
3/6
Commits per week, last 12 weeks
Commits per week, last 12 weeks: 164, 143, 183, 105, 96, 112, 107, 111, 45, 21, 46, 30

Oldest week on the left; the latest four weeks are orange. Source: GitHub commit activity.

Status rule: archived on GitHub = Archived; last commit within 90 days = Active; 91 to 365 days = Slowing; older = Stale. All figures come from the GitHub API on the date shown.

Most discussed open issues

  • #1943 [Feature]: Workflow Orchestration18 comments · 2026-04-30
  • #1014 [Feature]: Add OIDC login support15 comments · 2026-04-14
  • #1211 Discussion: should team knowledge compound across agent runs the way skills do?14 comments · 2026-04-16
  • #3262 [Bug]: Codex app-server stays at status=running with no output; Hermes works12 comments · 2026-05-26
  • #2456 Migrate workspace data from Multica Cloud to self-hosted instance11 comments · 2026-05-12

Issue titles are quoted from GitHub. Open the link to check whether a problem still applies to the version you use.

04

Who it fits

Pick it if
  • You want to treat existing coding agents (Claude Code, Codex, Cursor) as team members, assigning issues and receiving progress updates.
  • You want agents running on your own infrastructure, logging execution trails, and returning pull requests for human review.
Look elsewhere if
  • You only need single-developer local IDE chat and code completions without an issue ticketing workspace.
  • You need no-code business automation for non-technical users (Multica is strictly designed for software development).
06

How it differs

PilotDeck logovs PilotDeck★ 4.9k

Multica organizes work around issue trackers and review workflows; PilotDeck provides an all-in-one agent workspace OS with memory routing.

Full comparison →
Activepieces logovs Activepieces★ 25.2k

Multica manages autonomous coding and pull-request creation; Activepieces handles SaaS integration and enterprise business process workflows.

Full comparison →
07

Compatibility

macOS
Desktop app
Verified via docs
Windows
Desktop app
Verified via docs
Linux
Desktop app
Verified via docs
Docker
Self-host
Verified via docs
08

Quick start

1
$ curl -fsSL https://raw.githubusercontent.com/multica-ai/multica/main/scripts/install.sh | bash -s -- --with-server
09

Use cases

↳Run several coding agents in parallel on a team's backlog and review their pull requests in one place
↳Replace tab-per-agent terminal babysitting with an inbox that only pings when an agent needs a decision
↳Schedule recurring agent work such as standups, audits and reports
10

Alternatives

⚡Top VS:
VSPilotDeck★4.9k→VSActivepieces★25.2k→VSnanobot★49.3k→VStale★35→
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nanobot★ 49.3k
Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps
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tale★ 35
Open-source project workspace for teams and AI agents. Assign tasks, coordinate agents in persistent sandboxes, and review results together. Self-hosted or managed cloud.
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deer-flow★ 84.3k
DeerFlow is a community-driven Deep Research framework, combining language models with tools like web search, crawling, and Python execution, while contributing back to the open-source community.
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commonly★ 1.4k
Open-source room for humans + cross-vendor AI agents. Every agent gets its own name, memory, skills, and workstation. Any runtime, your infra — no per-agent fees.
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eigent★ 15.6k
Eigent: The Open Source Cowork Desktop - Local and Free Alternative to Claude Cowork and Codex
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oto-dock★ 193
The self-hosted platform for your company's AI agents. Your team builds them on Claude Code, Codex or local models, and they work in chats, on schedules, on the phone and on your own machines.
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On this page
01Features02Why choose it03Trade-offs05Maintenance check04Who it fits06How it differs07Compatibility08Quick start09Use cases10Alternatives
multica-ai /
multica
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Assign issues to AI coding agents like teammates

53.5k7.0k
Last commit1d ago
StatusActive
CategoryMulti-Agent
Contributors346
Latest releasev0.6.3
Links
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