codedebrief

updated this year

Visual code workflow explorer for coding agents. Builds deterministic, source-grounded Mermaid flowcharts via MCP, local-first, with no API key.

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

Get it

Repository: github.com/ferdinandobons/codedebrief
Package: pypi: codedebrief
Run (stdio): uvx codedebrief
The usual command for this package registry; check the repository README for required settings.
License: Apache-2.0
Last update: 2026-06-22
Homepage: ferdinandobons.github.io/CodeDebrief/

Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.