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CLUSTER AGENT-CANVAS-MULTI · 18 ENTRIES · EARLIEST ENTRY 2026-09-08

Visual multi-agent workflow builders

A cluster of visual canvas tools for designing, orchestrating, and running multi-agent AI workflows, with features such as parallel execution, conditional branching, human-in-the-loop checkpoints, and real-time observability. The dated history before the index start is too thin to read a shape from, as only 4 dated entries exist. On traction, doop leads by a wide margin with 723 stars, followed by HarnessFOAM with 16 and epochflow with 12.

Entry timeline

ENTRY TIMELINE

JAN 2025: 1SEP 2025: 1MAY 2026: 1JUN 2026: 1AUG 2026: 6SEP 2026: 6OCT 2026: 2
JAN 2025OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 2 ai-built · 2 hand-coded · 14 unlabelled

Operator · 6 hobby · 3 indie · 9 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 18 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01doop723★24 daysliveai-builtindieMultiplayer design canvas for humans and AI agents to design together in real time.
  2. 02epochflow12★24 dayslivehobbyPlatform for building and running multi-agent workflows with model comparison and evaluation for customer service and knowledge tasks.
  3. 03agentcanvas13★1 mo—Visual tool to configure and scaffold frontends for AI agents, simplifying the creation of agent user interfaces.
  4. 04workhall3★1 mo—A local-first coordination tool for orchestrating long-running AI collaboration tasks and agents.
  5. 05HarnessFOAM16★1 moliveA multi-agent framework that automates computational fluid dynamics simulations in OpenFOAM from a natural language prompt, with a web UI.
  6. 06AGENT-PANDORA3★1 mo—hobbyDesktop and CLI platform for running governed multi-agent AI workflows with durable sessions and human approval.
  7. 07graphen0★13 days—Visual modeling tool that designs multi-agent AI architectures from architecture-as-code definitions with real-time graph rendering.
  8. 08queen-bee0★3 days—hobbyDesktop app for visually building and running multi-agent workflows on a canvas, for developers using AI agents.
  9. 09Mesh0★4 days—Visual canvas tool for building and running multi-agent AI workflows by connecting triggers, agents, tools, and logic nodes.
  10. 10ralph-aios0★1 mo—ai-builthobbyTool for orchestrating AI agents through story-driven workflows, enabling autonomous development and continuous learning.
  11. 11flow-forge0★15 dayslivehobbyVisual canvas for designing and simulating AI automations with triggers, decisions, approvals, and actions in the browser.
  12. 12Agent-HUB0★23 daysliveVisual web platform for designing, orchestrating, and running multi-agent AI workflows on an interactive canvas.
  13. 13reef10★10 mostalelivehand-codedindieVisual builder that converts conversational prompts into multi-agent AI workflows, orchestrating tasks across distributed agents with real-time collaboration.
  14. 14irudd-plan0★1 mo—Self-hosted planning canvas for humans and agents with live updates and focused implementation context.
  15. 15PLOT-Planner-WebMCP0★1 mo—Realtime planning canvas that lets humans and browser agents collaborate through a set of tools.
  16. 16AGENTFORGE0★27 days—hobbyVisual canvas for composing multi-agent AI workflows, supporting parallel execution, conditional branching, human-in-the-loop checkpoints, and real-time observability.
  17. 17agentflow3★3 mo—Visual platform that lets users build and run multi-agent AI pipelines with drag-and-drop nodes and live execution.
  18. 18visuals-ai-system-design-visualizer0★4 molivehand-codedindieAI-powered canvas for designing, simulating, and optimizing distributed system architectures in real time.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.