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 importable workflow 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
Ship as n8n JSON, Dify DSL, or runnable Python — schema-validated and ready to import.
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.
Three export targets
n8n JSON, Dify DSL, and runnable Python, all generated from a single source of truth.
Built-in validation
Every export is schema-checked before it ships, with a readable validation report attached to the run.
Reusable skills
Save a workflow that worked and re-compile it against new context in a single click.
Branches & conditions
If/else paths, retries, and loops — captured from how the work actually happens, not guessed.
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
- Validate every export against its target schema
- 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 AI generations / mo
- 1 saved skill
- n8n preview export
- Guest sessions
For builders compiling workflows every week.
- 50 generations / mo
- 50 runs / mo
- n8n + Dify export
- 10 saved skills
- Email support
For power users who ship to every target.
- Unlimited generations & runs
- All targets incl. Python
- Unlimited saved skills
- Skill packs
- Priority support
Frequently asked questions.
What is MutClaw?
How is this different from n8n AI Builder or Synta?
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, and Python workflows today — free to try, no credit card.