# Clarify CLI/API/MCP Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/clarify-cli-api-mcp
> Markdown URL: https://aitinkerers.org/technologies/clarify-cli-api-mcp.md
> Technology record last updated: 2026-05-28T20:22:22Z
> Generated: 2026-09-20T22:35:57Z

A software design tool that helps AI-native developers and coding agents review codebase architecture and visualize design impact before committing code.

Clarity bridges the gap between coding agents and complex system design by providing a deterministic way to verify codebase changes. Operating via CLI or Model Context Protocol (MCP), the tool parses 16 languages to analyze uncommitted changes, trace file relationships, and generate interactive visual diagrams. Commands like 'clarity watch' and 'clarity show' ensure that developers and autonomous agents understand structural impacts instantly, preventing architectural drift and keeping design context highly visible during active development.

- Official technology site: https://github.com/LegacyCodeHQ/clarity-cli
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Scaffolding a GTM Motion From the Terminal](https://seattle.aitinkerers.org/talks/rsvp_KM8kp4fwmn4)

A new CLI and external API for Clarify that lets you stand up an entire go-to-market motion — pipeline, ICP, prospecting, outreach — as code, with agents as first-class operators of the system. The point: GTM is finally something a developer can scaffold like a backend service.

- Event context: GTM / Growth Track - Seattle — 2026-05-27 — Seattle
- Public talk page: https://seattle.aitinkerers.org/talks/rsvp_KM8kp4fwmn4

## Related Technologies

- [Claude](https://aitinkerers.org/technologies/claude) ([Markdown](https://aitinkerers.org/technologies/claude.md)) — 173 public demos