CodeDebrief

About CodeDebrief

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.

ai-agent cli code-comprehension code-navigation coding-agents developer-tools flowchart local-first mcp mcp-server

Quick Facts

Stars	42
Forks	4
Language	Python
Category	MCP Server
License	Apache-2.0
Quality Score	52.2156973113354/100
Last Updated	2026-06-22
Created	2026-06-15
Platforms	cli, mcp, python
Est. Tokens	~13k

Compatible Skills

These tools work well together with CodeDebrief for enhanced workflows:

ast-outline — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
AutoCVE — semantic(0.18)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)

More MCP Server Tools

Explore other popular mcp server tools:

ECC ⭐ 278.6k
n8n ⭐ 207.3k
rea ⭐ 203.7k
everything-claude-code ⭐ 186.6k
dify ⭐ 158.4k
open-webui ⭐ 155.6k
cc-switch ⭐ 143.7k
graphify ⭐ 126.2k
gemini-cli ⭐ 107.3k
paperclip ⭐ 101.5k

View all MCP Server tools →

Popular Python Agent Tools

hermes-agent ⭐ 253.5k · Codex Skill
AutoGPT ⭐ 187.6k · Agent Tool
skills ⭐ 180.2k · Claude Skill
langflow ⭐ 155.6k · Agent Tool
open-webui ⭐ 155.6k · MCP Server

Frequently Asked Questions

What is CodeDebrief?

CodeDebrief is Local-first static analysis that turns source code into deterministic, source-grounded workflow maps for coding agents via MCP.. It is categorized as a MCP Server with 42 GitHub stars.

What programming language is CodeDebrief written in?

CodeDebrief is primarily written in Python. It covers topics such as ai-agent, cli, code-comprehension.

How do I install or use CodeDebrief?

You can find installation instructions and usage details in the CodeDebrief GitHub repository at github.com/ferdinandobons/CodeDebrief. The project has 42 stars and 4 forks, indicating an active community.

What license does CodeDebrief use?

CodeDebrief is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

View on GitHub → Browse MCP Server tools