Agent Flow vs MCP Task Orchestrator
Agent Flow is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑20.
Agent Flow is a plugin bundle for AI coding tools published by Alessandro Saiani. 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
| Marketplace |  MCP Task Orchestrator | |
|---|---|---|
| Community marketplace alesaiani/agentflow | Removed on 2026-10-20 Version: 1.0.0-beta.13 Forks (GitHub): 0 Stars (GitHub): 5 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
| Fact | Agent Flowno longer listed · | MCP Task Orchestrator |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 2 |
| Stars (GitHub) (differs) | 5 | 209 |
| Forks (GitHub) (differs) | 0 | 25 |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (ghcr.io/jpicklyk/task-orchestrator:3.16.0) |
| Transport (differs) | Not stated | stdio |
| Tools it declares (differs) | Not published | 42 |
| Environment variables it asks for (differs) | Not published | 7, secrets among them: 0 |
| Hooks it runs (differs) | 3 | Not published |
| Parts of the bundle (differs) | 26 | Not a bundle |
| Licence (differs) | Apache-2.0 | MIT |
| Repository (differs) | github.com/alesaiani/agentflow | github.com/jpicklyk/task-orchestrator |
| Changes in the last 7 days (differs) | 4 | 0 |
| First seen (differs) | 2026-10-15 | 2026-10-11 |
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 Agent Flow
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Bardeen wiq plugin — workflow automation with multi-agent orchestration and OAuth-secured remote MCP.
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Turn recurring work you spot in Claude into Make automations and AI Agents that keep running in the cloud. Build, run, and manage them from Claude Chat, Cowork, or Claude Code…
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Enhanced /loop with structured Plan → Execute → Review → Sample phases for stable long-running tasks
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Workflow-builder skill: design and write deterministic multi-agent workflow scripts (.js files in .claude/workflows/) for Claude Code's Workflow tool (CLAUDE_CODE_WORKFLOWS=1…
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Use this agent for optimizing human-agent collaboration workflows and analyzing workflow efficiency. This agent specializes in identifying bottlenecks, streamlining processes, and…
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Human-in-the-loop task manager for AI agents
What each says it does
Agent Flow
Deterministic, composable agent workflows inside a single Claude Code session: describe a workflow in natural language and Agent Flow builds and runs it, durably across turns. Primitives: enumerate, foreach, group, reduce, loop, pipe.
MCP Task Orchestrator
Server-enforced workflow discipline for AI agents: work items, dependency graphs, quality gates
How to run each
Agent Flow
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 mcp add --transport stdio task-orchestrator -- docker run -i --rm -v mcp-task-data:/app/data ghcr.io/jpicklyk/task-orchestrator:3.16.0Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of Agent Flow publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of Agent Flow publish no settings it asks for, so we do not compare settings.
What it can do: Agent Flow · 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.