Compile messy context into shipped workflows.
Paste chat transcripts, meeting notes, and SOP drafts. MutClaw extracts the real process and exports it as n8n JSON, Dify DSL, or runnable Python — no node-mapping required.
From Slack thread to workflow draft in three moves.
No node editors. No prompt engineering. Paste the context, compile, and export to the platform you already use.
Paste your context
Drop in a Slack thread, meeting transcript, support conversation, or SOP draft. No node-mapping required.
Compile the workflow
MutClaw extracts triggers, actors, steps, branches, and tools into a structured Workflow Spec.
Export & run
Generate n8n JSON, Dify DSL, Python, or GitHub Actions drafts with parsed structure, graph, and syntax checks.
Everything between you have context and the workflow runs.
MutClaw sits one step earlier than node editors — it figures out the workflow, then ships it.
AI context compiler
Turns raw, messy context into a structured workflow spec — not a node-by-node builder that needs you to know the answer first.
Four export targets
n8n JSON, Dify DSL, runnable Python, and GitHub Actions — all generated from a single source of truth.
Built-in validation
Exports are parsed and checked for required structure, broken graph references, cycles, and Python syntax.
Reusable skills
Save a workflow that worked and re-compile it against new context in a single click.
Branches & conditions
If/else paths use explicit decision predecessors and are checked for unreachable nodes and accidental cycles.
Schedule & run
Trigger on a cron, execute in a sandbox, and ship artifacts straight to your stack.
Stop rebuilding workflows from scratch.
Manual workflow building
- Rebuild every workflow node-by-node from scratch
- Translate meeting notes into nodes by hand
- Guess at triggers, branches, and edge cases
- Eyeball-validate JSON exports before importing
- Start over every time — nothing is reusable
With MutClaw
- Compile a workflow from the context itself
- Extract triggers, steps, branches, and tools automatically
- Parse exports and validate structure, references, and syntax
- Save winners as reusable skills
- Export to n8n, Dify, or Python in one click
Compiled once, reused everywhere
Pay for workflows you ship, not nodes you wire.
Start free. Upgrade when compilation becomes part of how your team works.
Try the compiler and ship your first workflow.
- 5 generations / mo
- 1 saved skill
- n8n draft export
- Community support
For builders compiling workflows every week.
- 50 generations / mo
- 50 runs / mo
- n8n + Dify exports
- 10 saved skills
- Email support
For power users who ship to every target.
- Unlimited generations & runs
- All export targets
- Unlimited saved skills
- Skill packs
- Priority support
Frequently asked questions.
What is MutClaw?
How is this different from AI workflow builders?
What inputs does MutClaw accept?
What does MutClaw output?
What is the Python fallback for?
Your next meeting notes are a workflow.
Start compiling real business context into n8n, Dify, Python, and GitHub Actions workflows today — free to try, no credit card.