AI agent use cases: Personal & admin

Real personal & admin projects people built with AI agents, with recipes.

Use cases

A user’s OpenClaw agent called restaurants in Dubai with a strict brief and declined to book when a must-have was missing.

IntermediateOpenClawby @ai_samerhaddad

A hackathon team built Recourse, which organizes evidence, prepares paperwork and calls customer support for you.

Advancedby @_benjaminxie

A user trying to stop making support calls had Codex Dot email a retailer, then handed it the phone call when they insisted.

BeginnerCodexby @arafatkatze

A developer merged decades of social media backups into one timeline and added an MCP server to query it with an LLM.

Intermediateby RebeccaTheDev

A developer has Claude split feature plans into small tickets on his self-made board, which his phone assistant can also add to.

IntermediateClaudeby VanTodi

A developer syncs his Microsoft mail into a local SQLite database exposed read-only to his agent.

Advancedby infogulch

A developer built a CLI, MCP and plugins so his OpenClaw agent, Codex and Claude can use Apple’s personal apps.

IntermediateOpenClaw Codexby Omar Shahine

A developer built a menu bar app that saves the text of your focused window to daily Markdown files Claude Code can read.

BeginnerClaude Codeby Dramatize