Let Claude control a music notation app over MCP
A developer built an iPad and Mac notation editor that Claude Code or Claude Desktop can drive.
MCP use cases
Real things people did with MCP, sourced and with recipes.
Use cases
Drive parametric CAD from agents over MCP
An open-source Rust parametric CAD tool supports MCP so agents can build models.
Make music in a DAW through MCP
A developer connected a music workstation to agents through MCP.
Decompile a classic shooter with a swarm of coding agents
Over three months, a developer and community helpers had up to 16 Claude Code and Codex agents rebuild an old first-person shooter as readable C++ that runs without noticeable bugs.
Ask Claude Code for your app revenue metrics over MCP
A Shopify app developer built a replacement for a shut-down analytics tool, with an MCP server so Claude Code can answer 'what was last month's MRR?'.
Let users file bug reports through an AI that dedupes and writes the ticket
A team runs an AI tool that checks for duplicates, writes up the ticket and submits it, using MCP to talk to their tracker.
Study by voice with ChatGPT grounded in your own course materials
A learner built a small MCP service that feeds course content to ChatGPT for voice study sessions and logs progress.
Scrape every UK council planning portal with Claude and monitor it over MCP
A developer built a planning-applications scraper for every UK local planning authority with Claude, then added an MCP view of scraper health.
Give customer-facing voice agents one MCP server for scheduling and order status
A company points any voice agent platform at its own MCP server so agents can book appointments and check orders for customers.
Ask an AI about 25 years of your own social media history
A developer merged decades of social media backups into one timeline and added an MCP server to query it with an LLM.
Ground Chinese study sessions in your own textbook with an MCP server
A learner OCR’d his Chinese textbooks into a stateless MCP server so quizzes stick to the textbook only.
Let clients chat with their social media sentiment instead of dashboards
A community-management company exposes follower conversations over MCP so customers can ask their own AI what people are angry about.
Debug user issues in minutes with Claude, observability and read-only DB access
A developer connects Claude to dash0, Linear and a read-only production database, and opened an MCP over their own GraphQL API.
Prepare customer meetings with an internal MCP over company data
A hotel-upsell company built an internal MCP that colleagues use for reporting and meeting prep.
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.
Build Garmin workouts from your training data inside ChatGPT or Claude
An endurance sports analytics service lets users connect its MCP to their chat app, analyze training and push workouts to Garmin.
Give non-technical admins CMS stats and edits through an MCP
A developer built an MCP so admins can work with the CMS and get statistics from their AI client.
Turn plans into tickets on your own board, even by voice on a walk
A developer has Claude split feature plans into small tickets on his self-made board, which his phone assistant can also add to.
Ship an MCP with a physical card deck so facilitators can plan workshops
A maker of printed facilitation cards offers an MCP server so buyers can plan workshops with the deck in Claude Desktop.
Add missing tools to your Home Assistant voice assistant with MCP
A developer built an MCP server for his Home Assistant voice assistant with jokes, math, unit conversion, stocks and Kagi search.
Let non-technical staff query sales data in plain English
An e-commerce company connected internal users’ agents to its data so they can ask for sales counts and charts themselves.
Sync your email into SQLite so agents can search it in milliseconds
A developer syncs his Microsoft mail into a local SQLite database exposed read-only to his agent.
Reorganize and publish help-center articles from your AI tool
A help-center product added an MCP so users can answer internal questions and create, move or publish articles.
Let CRM customers combine your data with other MCPs in Claude or Copilot
A niche CRM vendor’s MCP lets non-technical users connect platform data to Claude or Copilot.
Do auditable compliance work with agents over MCP
A compliance tool maker says customers already used MCPs for compliance and recent changes made the work fully auditable.
Give your agent access to Apple Calendar, Reminders, Contacts and Mail
A developer built a CLI, MCP and plugins so his OpenClaw agent, Codex and Claude can use Apple’s personal apps.
Run outbound sales from one interface with 21 MCP connections
An agency that runs outbound for 100+ AI companies says most of its delivery now runs through 21 MCP connections.
The Daily 5.
Five real AI agent use cases each morning, each with a recipe and a source. Plus a Sunday roundup. Free.