{"repo":"ferdinandobons/CodeDebrief","free":true,"listed":false,"github":"https://github.com/ferdinandobons/CodeDebrief","clone":"git clone https://github.com/ferdinandobons/CodeDebrief.git","description":"Local-first static analysis that turns source code into deterministic, source-grounded workflow maps for coding agents via MCP.","language":"Python","stars":42,"topics":["code-navigation","flowchart","mcp","python","static-analysis","typescript","cli","coding-agents","developer-tools","tree-sitter"],"license":"Apache-2.0","category":"dev-tools","readme_excerpt":"Source-grounded workflow diagrams for coding agents and codebase exploration. Website · Quick Start · Agent Workflow · Manual Viewer · Changelog CodeDebrief turns a local codebase into deterministic workflow flowcharts that coding agents can inspect, render, expand, translate, and explain. It statically maps entrypoints, decisions, branches, internal calls, returns, exceptions, and outcomes before the agent answers, so the visual explanation is grounded in reusable artifacts instead of a fresh best-effort reconstruction. The analyzer, artifacts, viewer, and MCP server are local-first and do not require an LLM provider key. CodeDebrief is not a documentation generator, a bug finder, a generic graph database, or an LLM enrichment service; it is a workflow navigation layer for understanding how code paths actually connect. Example output: a compact presentation layer generated from local CodeDebrief artifacts. Canonical workflow visuals are vertical by default; horizontal diagrams are used when the user explicitly asks for a compact overview. Status: pre-1.0 alpha. The model is versioned, but schema and MCP payloads may evolve before 1.0. Latest release: v0.17.0. Quick Start CodeDebrief requires Python 3.10 or newer. Install it from PyPI with uv : Replace claude with codex , gemini , or cursor for another supported agent surface. To analyze only selected folders while keeping codedebrief-out in the current project root, pass them during setup: For a multi-repo workspace, create ","default_branch":null,"files":null,"tree":[],"storefront":"/r/ferdinandobons","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ferdinandobons/CodeDebrief/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}