Free tools
Free AI you actually own.
No sign-up. No server holding your data. These are small, open-source tools you download and run on your own machine, with your own API key. Read the code, keep it forever, change it if you like. This is the same standard we hold on paid work — you own what you use.
Free · 2-minute check
Not sure if your AI is any good?
Answer 8 honest questions and see where your AI feature is solid and where it's slop — with the fixes. No sign-up.
Inbox-to-Action Agent
Your inbox is full. This helps. Paste a message thread and get back three things you can use in under a minute.
- A summary — what the thread is really about, in a few bullets.
- A draft reply — ready to send, in your tone, with blanks marked
[like this]. - An action list — the next steps, who owns each, and what needs you to decide.
git clone https://github.com/chanman4821/inbox-to-action.git
cd inbox-to-action
# see exactly what it sends — no key needed
python inbox_to_action.py examples/sample-thread.txt --dry-run
# add your OpenAI or Anthropic key, then run it for real
python inbox_to_action.py examples/sample-thread.txt
Runs local
It's one Python file on your computer. Nothing installs a server or a background service.
Your key, your bill
Bring your own OpenAI or Anthropic key. You pay the provider directly — cents per thread on the default models.
No telemetry
Your text goes to the AI provider you pick and nowhere else. We never see it. Check the code — it's short.
MIT licensed
Yours to keep, fork, and change. If we disappear tomorrow, it still works.
Want this in your business?
We'd rather show than tell.
This is the small, owned version of what we do. If you want AI built into your actual systems — measured on one honest number, handed over with the code and keys, no lock-in — start with a free look at where it would pay off. No pitch, no obligation.
Book a free 20-minute AI teardown See how we workMore free tools
Score your AI feature
8 honest questions → where your AI is solid and where it's slop, with the fixes. 2 minutes, no sign-up.
AI cost estimator
See what your AI feature costs to run per month — and at 10× the users — before it surprises you.
More free tools are on the way. We ship them when they're real — never before.