About ACPtify

Open-source CLI that turns an existing codebase into a working agent-protocol server, generated from the code you already wrote.

What we do

A code-first generator. Run it in a repo and it reads type signatures, docstrings and CLI help text, proposes a tool surface with descriptions actually written for a model to read, generates the server, and includes a test harness that drives the tools with a real model and reports where descriptions were ambiguous. The generated code is yours, committed to your repo, with no runtime dependency on us. The paid layer is hosting, versioning and usage analytics for people who do not want to run it.

Who we built it for

Individual developers and small teams with an existing CLI, library, REST service or internal tool who want it agent-callable without hand-writing a server or learning a spec.

The problem

Reading a protocol spec to expose eight functions you already have is pure tax.

Most developers abandon it, and the ones who do it produce servers with badly described tools, no input validation and confusing errors, so the agent using them behaves unpredictably and the developer blames the model.

Try it before anything else

The free config generator runs in your browser with no account. Pick your options, and copy a working config straight away. Open it.