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team-orchestrator vs MCP Task Orchestrator

team-orchestrator is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑19.

team-orchestrator is a plugin bundle for AI coding tools published by choiszt. No marketplace we read lists it any more. MCP Task Orchestrator is an MCP server published by jpicklyk. Marketplaces we read that list it: 2 (Official MCP Registry, Docker MCP Catalog). As of our marketplace pass on 2026-10-20. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplaceteam-orchestratorMCP Task Orchestrator
Community marketplace choiszt/team-orchestrator Removed on 2026-10-19
Version: 1.0.0
Forks (GitHub): 0
Stars (GitHub): 4
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 3.16.0
Forks (GitHub): 25
Stars (GitHub): 209
Not marked · First seen
Docker MCP Catalog Not listed Listed
Version: sha256:eab0bb62611a
Forks (GitHub): 25
Stars (GitHub): 209
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

team-orchestrator vs MCP Task Orchestrator
Factteam-orchestratorno longer listed · MCP Task Orchestrator
Marketplaces that list it (differs)02
Stars (GitHub) (differs)4209
Forks (GitHub) (differs)025
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleOn your machine (ghcr.io/jpicklyk/task-orchestrator:3.16.0)
Transport (differs)Not statedstdio
Tools it declares (differs)Not published42
Environment variables it asks for (differs)Not published7, secrets among them: 0
Parts of the bundle (differs)1Not a bundle
LicenceMITMIT
Repository (differs)github.com/choiszt/team-orchestratorgithub.com/jpicklyk/task-orchestrator
Changes in the last 7 days (differs)40
First seen (differs)2026-10-152026-10-11

Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.

What to use instead of team-orchestrator

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

  • ruflo-ai-team

    Tenant-isolated AI teams that plan work, coordinate tasks, recall approved context, and return evidence-backed results

    by ruvnet · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • mexus-agent-team

    Standalone Markdown-only Agent Team plugin for Claude Code and Codex. Coordination happens through ordinary Markdown files in the current project: agent-team/ ├──…

    by yofine · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • ai-team-os

    Shared task wall, memory, reports, channels and Dashboard for Claude Code and Codex; Claude Code plugin installation and an independent Codex adapter

    by CronusL-1141 · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • workflow-optimizer

    Use this agent for optimizing human-agent collaboration workflows and analyzing workflow efficiency. This agent specializes in identifying bottlenecks, streamlining processes, and…

    by Michael Galpert · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • flow

    Flow turns Claude into a project partner who manages your backlog. Say "park this for later," and it queues the idea. Say "what's next?" and it finds the highest-priority ready…

    by prajyotbankade · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • agent-tasks io.github.keshrath/agent-tasks

    Pipeline task management for AI agents - stages, dependencies, artifacts, claiming

    by keshrath · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

team-orchestrator

In its own words, on Community GitHub marketplaces:

Analyzes tasks to decide whether an Agent Team is needed, designs team structure with clear file ownership, and generates standardized team prompts.

MCP Task Orchestrator

In its own words, on Official MCP Registry:

Server-enforced workflow discipline for AI agents: work items, dependency graphs, quality gates

How to run each

team-orchestrator

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

MCP Task Orchestrator As a local MCP server: Docker image

Claude Code
claude mcp add --transport stdio task-orchestrator -- docker run -i --rm -v mcp-task-data:/app/data ghcr.io/jpicklyk/task-orchestrator:3.16.0

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

The marketplaces of team-orchestrator publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of team-orchestrator publish no settings it asks for, so we do not compare settings.

What it can do: team-orchestrator · What it can do: MCP Task Orchestrator · Compare two other plugins

Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built