DEDUPED Hot AI repos, turned into use cases Get 5 a day

What you can do with Claude Quickstarts

A collection of starter projects that show developers how to build deployable applications on the Claude API.

Trended earlier

anthropics/claude-quickstarts on GitHub

Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk.

Authorization notice. This tool is dual-use. Only use it on software, sites and systems you own or have explicit permission to test, and follow the relevant licenses and terms of service.

What do you want to do?

4 use cases

  • Run a Claude customer support agent over a knowledge base

    Get an AI support agent that answers customer questions from a knowledge base, as a starting point to customize.

    View prompt
    Work in the anthropics/claude-quickstarts repository. Open the customer-support-agent quickstart, follow its README to install dependencies and set the Claude API key, then start the app. Report the URL or command used to run it and the answer to one sample customer question, and confirm the answer draws on the knowledge base rather than generic text.

  • Analyze financial data by chat with interactive charts

    Ask questions about financial data in chat and see interactive visualizations as answers.

    View prompt
    Work in the anthropics/claude-quickstarts repository. Open the financial-data-analyst quickstart, follow its README to install dependencies, set the Claude API key and start the app. Ask it one question about the sample financial data and report whether it returned an analysis with an interactive chart.

  • Post a weekday brief of Slack and GitHub activity

    Deploy a scheduled agent that posts one short brief to Slack each weekday from channels and pull requests.

    View prompt
    Work in the anthropics/claude-quickstarts repository. Open the managed-agents/daily-brief quickstart, follow its README to configure Slack, GitHub and the Claude API key, and apply the deployment files it describes. Report the deployment status and the first brief posted to Slack, and verify that every source is listed as either read or unreadable.

  • Automate browser tasks with Claude and Playwright

    Let Claude navigate websites, read page content and fill forms through a Playwright-backed browser tool.

    View prompt
    Work in the anthropics/claude-quickstarts repository. Open the browser-use-demo quickstart, follow its README to install dependencies, set the Claude API key and start the demo. Give it one read-only task on a page you control and report whether it extracted the expected content.

How to use Claude Quickstarts

  1. Check you have what it needs: A Claude API key, available by signing up at console.anthropic.com; Git, to clone the repository; The runtime and dependencies listed in the README of the specific quickstart you choose.
  2. Open anthropics/claude-quickstarts on GitHub and read the README and license.
  3. Clone the Claude Quickstarts repository to your machine.
  4. Open the customer-support-agent directory.
  5. Install the dependencies described in that project's README.
  6. Set your Claude API key as an environment variable.

These steps come from our top use case, Run a Claude customer support agent over a knowledge base, which also has a copy-paste agent prompt.

Claude Quickstarts alternatives · Best AI repos for Software and DevOps

About this repo

Requirements

  • A Claude API key, available by signing up at console.anthropic.com
  • Git, to clone the repository
  • The runtime and dependencies listed in the README of the specific quickstart you choose
  • For the daily brief use case: Slack and GitHub access, configured through the project's own setup
Maintain Claude Quickstarts? Add the Featured on Deduped badge

Paste this into your README:

[![Featured on Deduped](https://dedupedai.com/badge/anthropics-claude-quickstarts.svg)](https://dedupedai.com/use-cases/anthropics-claude-quickstarts/?ref=badge)

More badge styles and HTML

Questions about Claude Quickstarts

What is Claude Quickstarts?

A collection of starter projects that show developers how to build deployable applications on the Claude API. It is an open-source project on GitHub: https://github.com/anthropics/claude-quickstarts.

Who is Claude Quickstarts for?

Developers and teams who want a working Claude-based app to run, read and customize rather than building from scratch.

What can I do with Claude Quickstarts?

4 use cases so far, for example: Run a Claude customer support agent over a knowledge base; Analyze financial data by chat with interactive charts; Post a weekday brief of Slack and GitHub activity. Each has steps and a copy-paste agent prompt.

What do I need to run Claude Quickstarts?

A Claude API key, available by signing up at console.anthropic.com; Git, to clone the repository; The runtime and dependencies listed in the README of the specific quickstart you choose; For the daily brief use case: Slack and GitHub access, configured through the project's own setup.

What are alternatives to Claude Quickstarts?

Other hot AI repos in Software and DevOps: Harness2, iFixAi, Orca, Diagram Design, AI Memory.

Is Claude Quickstarts safe to run?

Deduped does not own, audit or vouch for it. Read the README and license, run it on your own systems first and review every command before you run it.