Let agents find US doctors with checkable evidence over MCP
A developer built a remote MCP server with 1.2M US physicians, Medicare procedure volumes and facts from hospital sites.
Cursor use cases
Real things people did with Cursor, sourced and with recipes.
Use cases
Keep your Mac awake only while coding agents work
A developer made a free menu bar app that keeps a Mac awake, lid closed too, only while Claude Code, Codex, Cursor or Gemini CLI is working.
Let hosting customers debug and deploy sites by asking Claude or Cursor
A UK managed-hosting company launched an MCP for its control panel so users can ask why a site errors or deploy a project.
Study which tools coding agents pick for you
A team ran about 17k coding-agent sessions to see which databases and services Claude Code, Codex and Cursor choose.
Let your coding agent drop read-only probes in production
A YC startup lets Cursor or Claude Code capture live variable values in prod without redeploying, to find root causes.
Share project memory across Codex, Claude Code, Cursor and Gemini CLI
A developer built Pathmark, a local memory store so coding agents stop starting cold; it had 1,612 npm downloads in a month.
Track token use and cost across 27 AI coding tools
A developer released TokenTracker, a local dashboard for usage and cost across Claude Code, Codex, Cursor, Gemini CLI, Copilot and more.
Generate a hands-on tutorial to learn a new technical topic yourself
Lathe uses agent skills in Claude Code, Cursor or Codex to write a sourced, hands-on tutorial that you then work through by typing the code yourself.
Get from zero code to $4.2k MRR in six months with Claude Code and Cursor
A non-coder shipped a SaaS for content creators with Claude Code and Cursor and reports $4,260 MRR and 87 paying customers after six months.
Migrate a legacy auth system with Cursor in an afternoon
A developer used Cursor to move a legacy MD5 session login to JWT with refresh tokens, bcrypt and Google OAuth in about four hours.
Build a SaaS for researchers without knowing how to code
A researcher with no web background built an AI tool for scientific figures with Claude and Cursor and reports about $1K MRR 25 days after launch.
Build an app with Cursor and launch it to $300K ARR
Starter Story reports that Alex Finn used Cursor to build an app that made $100K on launch day and reached $300K ARR.
Vibe code an invoicing SaaS for freelancers to 100 paying users
A solo founder built an invoicing and payment-tracking tool with Cursor and Claude and reports about $2k MRR from 100 paying users.
The Daily 5.
Five real AI agent use cases each morning, each with a recipe and a source. Plus a Sunday roundup. Free.