mcp-server

ai-dev-tools-zoomcamp

Name: ai-dev-tools-zoomcamp
Author: DataTalksClub

A free, hands-on course on using AI developer tools to build, test, deploy, extend, and audit software without losing engineering discipline. The 2026 cohort starts August 31.

1,712 stars+14★ this week284 forksPythonUpdated 10/19/2026100% free · open source

What it does

A free, hands‑on Zoomcamp that teaches founders how to use AI developer tools to build, test, deploy, extend, and audit production‑grade software.

When to use it

•You need a structured, practical curriculum to up‑skill your team on AI‑augmented development.
•You want to prototype AI‑powered features while keeping engineering best practices (testing, CI/CD, monitoring).
•You’re preparing to join the 2026 cohort and need to set up the course environment early.

Ready-to-paste prompt

In a notebook cell, run:
```python
from ai_dev_tools import build
build(project_path="./my_app", template="fastapi")
```
This generates a FastAPI starter project using the course’s AI‑assisted code‑generation tool.

Heads up: The course requires Python 3.10 or newer; attempting to run it with an older interpreter will cause import errors in the provided libraries.

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/ai-dev-tools-zoomcamp && curl -fsSL https://workflowstacks.com/api/skills/ai-dev-tools-zoomcamp/claude-skill -o ~/.claude/skills/ai-dev-tools-zoomcamp/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How ai-dev-tools-zoomcamp works

Codeflow

Free to inspect

Ai-dev-tools-zoomcamp is mostly documents (110 doc files, 16 small scripts) — something you read, not something you run. There is nothing to install. Last commit this month, no license file.

Size

Mostly documents

110 documents · 16 small scripts · ~2 h to skim

Setup

Nothing to install

A guide / curated list. Just read it and follow the links.

Runs on

Nowhere — you read it

A reading resource, not a program.

Python 97%HTML 3%

Where to start reading

1
README.md
Start here — what it does and how to install it

What's in each folder

docs/Documentation1 files

articles/Folder108 files

research/Research & notebooks72 files

cohorts/Folder36 files

01-ai-native-workflow/Folder20 files

02-development/Folder3 files

03-deployment/Folder3 files

04-devops/Folder3 files

READMEHas testsDocumentedCI checksNo licenseUpdated this month

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/ai-dev-tools-zoomcamp && curl -fsSL https://workflowstacks.com/api/skills/ai-dev-tools-zoomcamp/claude-skill -o ~/.claude/skills/ai-dev-tools-zoomcamp/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

DataTalksClub

Language

Python