Real AI agent use cases, with sources and setup prompts
MCP servers people shipped so Claude Code, Cursor and Codex can call real tools. 24 matching use cases below, each with a public source.
Looking for something else? Search all 348 use cases or .
Connect your agent to Home Assistant via MCP and route automations that need judgement through it; talk to it with an ESP32 voice device.
Built Jevcrawl, an MCP and CLI crawler that finds answer pages more often without calling an LLM while crawling.
Built a remote MCP with 1.2M physicians and Medicare procedure volumes so agents can recommend doctors with sourced facts.
Built ArtifactSmith, an MCP server that turns agent chat walls into real pages in web, PDF, Word and Excel with six styles.
Built Breadcrumb to record screen, meetings and AI decisions locally, then expose 30+ MCP tools to Claude Code, Codex and Cursor.
Open-sourced cursor-cloud-agents-mcp, a v1-correct MCP bridge so Claude Code or any MCP client can drive Cursor Cloud Agents.
Built a design MCP server for Claude Code, Codex and OpenCode that searches hundreds of websites and feeds design inspiration into the agent.
Built a Pinterest MCP server with n8n so Claude can manage boards, pins, followers and search suggestions through the workflow.
Built an MCP server with six tools so Claude Code, Cursor or Windsurf pull live UI ideas from Mobbin, Dribbble, shadcn and CodePen.
Shipped FirstQA’s MCP server so Claude Code, Codex or Cursor return a ship/no-go QA review, user-facing bugs and a test recipe in chat.
Used Epic's MCP server and Claude Code plugin for Unreal Engine 5.8 so AI models drive the editor, and vibe-coded a character for his game.
Built Cairn Remembers, an MCP server over a local SQLite vault so Claude Code or Codex can read and write owned memory with no cloud account.
Shipped the Preuve AI MCP server so Claude Code or Cursor checks demand across 50+ live sources and returns a go or no-go before you build.
Connected Claude Desktop to his Obsidian vault over MCP and set up an agent flow that synthesizes research from his notes.
Built solver-mcp so OpenClaw, Hermes Agent, Claude Code or any MCP client can hand assignment and scheduling problems to a real constraint solver.
Made an MCP server so Codex can do anything in Ableton Live while the author was stuck holding a sleeping baby.
Open-sourced an MCP so Claude can create, pause, resume or delete TradingView alerts in plain English across multiple bots.
Built an AI video editor agent that assembles, timelines and grades in DaVinci Resolve via MCP, then edited its own build video.
Built an SEO MCP so Claude Code and ChatGPT get real site numbers instead of guessing and hurting rankings.
Built an MCP server so another model reviews what Claude Code writes, since the agent was the only voice checking its own work.
A 3-person agency runs operations from Claude Code with a brain file, slash commands, a secrets file and MCP or custom scripts.
Acted as PM for Claude Code and shipped OpenHire, an MCP job radar on PyPI and the official MCP Registry where the résumé never touches the server.
Built Rosply, a desktop agent that controls mouse and keyboard from screen vision and hooks into Claude Code as a global MCP server.
Shipped recall-mcp so each Claude Code session is distilled into entities and decisions in Postgres + pgvector for the next run.
Five real AI use cases with setups, every morning. Free.
The Daily 5 will arrive in your inbox each morning. Unsubscribe any time.
Send the public link (post, video, repo or write-up). We credit you and link back.