CWC brings visual drag-and-drop canvas to Claude Code multi-agent workflows
Claude Workflow Composer (CWC) is a visual desktop app that lets developers drag agents onto a canvas, wire handoffs, attach skills and MCPs, and export working multi-agent workflows directly into their Claude installation — no YAML editing required.
Score breakdown
CWC replaces the entirely text-based, run-it-to-see-it authoring loop for Claude Code multi-agent pipelines with a visual canvas that exports directly into a working Claude installation.
- 01Described as 'n8n for coding agent workflows' — a visual desktop app for composing multi-agent Claude Code workflows
- 02Users drag agents onto a canvas, wire handoffs, attach skills and MCPs, and export directly into their Claude installation
- 03No YAML editing required; addresses the current text-only authoring experience in Claude Code
Claude Workflow Composer (CWC) is an open-source visual desktop app published by FayzanMalik on GitHub that aims to bring a graphical authoring experience to Claude Code's multi-agent workflow system. The project frames itself as "n8n for coding agent workflows," letting users drag agents onto a canvas, wire handoffs between them, attach skills and MCPs, and export a complete, working workflow directly into their Claude installation — all without touching YAML.
The repository had 17 stars and 289 commits at the time of posting.
The tool targets a specific friction point in the current Claude Code authoring experience: building multi-agent pipelines today requires hand-writing agent `.md` files with YAML frontmatter, manually composing orchestrator skills with `disable-model-invocation: true` and sequenced handoff prose, and running the pipeline blind with no visual preview. CWC also includes a "Detect automations" feature accessible from the Home dashboard that scans a user's local Claude Code history, identifies repeated work patterns, and generates a ready-to-edit workflow from the strongest candidates. The app is started with `npx claude-cwc` and binds its local server to loopback at `http://localhost:3579`, protecting API calls with a per-run local token. The repository had 17 stars and 289 commits at the time of posting.
Key facts
- 01Described as 'n8n for coding agent workflows' — a visual desktop app for composing multi-agent Claude Code workflows
- 02Users drag agents onto a canvas, wire handoffs, attach skills and MCPs, and export directly into their Claude installation
- 03No YAML editing required; addresses the current text-only authoring experience in Claude Code
- 04'Detect automations' feature scans local Claude Code history to find repeated work and generate ready-to-edit workflows
- 05Launched via `npx claude-cwc`, opening a local server at `http://localhost:3579` with a per-run local token for security
- 06Repository had 17 stars and 289 commits at time of posting
- 07Published on GitHub by FayzanMalik under an MIT license
Topics
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