mcpservers

Use cases by role

How developers, marketers, and founders use connectors with Claude and ChatGPT — each with the recipes to run it yourself.

Makers and designers who want a screen designed or a 3D scene built by describing it

beginner

Design & 3D

Describe an app screen or a 3D scene and watch it get built — design and 3D without starting from a blank canvas.

Connectors: Blender Google Stitch
Build a 3D scene by describing it

Tell Claude what 3D scene you want and watch it appear in Blender — no clicking through menus.

20 minutes (15 to set up the first time)beginner
Design an app screen by describing it

Tell Google Stitch what screen you want and get an editable design plus starter code — no design tool needed.

15 minutesbeginner

Anyone who wants a short video from a photo or a sentence — no editing software

beginner

Make & animate video

Turn a photo or a sentence into a short, polished clip just by describing it. No timeline, no editing app.

Connectors: ElevenLabs Higgsfield
Turn your words into a real voiceover

Paste your script and get a natural-sounding voiceover back — for a video, a reel, or a podcast intro.

10 minutesbeginner
Turn a photo into a cinematic clip

Give Higgsfield a still photo and a one-line description, and get a short, polished video back — no editing software.

10 minutesbeginner

Creators who publish weekly to Instagram, LinkedIn, Twitter, Threads, Telegram

beginner

Regular content creation

Turn your raw notes and ideas into a steady stream of high-quality social posts without re-inventing the format every week.

Connectors: Exa MCP Filesystem MCP Memory MCP Pencil MCP Figma MCP Notion MCP Linear MCP Jira MCP
Daily blog draft pipeline: research to draft with Claude

Go from a one-line topic to a researched, sourced first draft saved to disk — before your coffee is cold, every day.

25 minutes (10 to set up the first time, 15 per draft after)beginner
Instagram carousels with Claude — from one idea to a finished post

Turn a single idea or note into a 5–10 slide branded carousel in under 30 minutes — without leaving the chat with Claude.

30 minutes (10 to set up the first time, 20 per carousel after)beginner
Organize your work: issues, docs, and projects

Let Claude turn scattered notes into tracked issues and keep Notion, Linear, and Jira in sync.

15 minutesbeginner

Founders and operators who open the day to 40 unread emails and three noisy Slack channels

beginner

Daily morning digest

Start the day with a short written brief of what actually needs you — instead of scrolling email and Slack for 30 minutes to find the three things that matter.

Connectors: Slack MCP Gmail MCP Notion MCP Memory MCP
Automate team comms: Slack, email, and notifications

Let Claude read the right channels, draft replies, and turn noise into one clear digest.

15 minutesbeginner
Morning briefing: Gmail + Slack digest with Claude

Replace 30 minutes of scrolling email and Slack with one written brief that tells you what actually needs you today.

15 minutes (10 to set up the first time, 2 per morning after)beginner

Founders and analysts who want answers without writing SQL

intermediate

Querying your database in plain English

Connect Supabase or PostgreSQL to Claude and ask product questions in plain English. Get schema explanations, ad-hoc reports, and weekly summaries without a SQL client.

Connectors: Memory MCP Context7 MCP Sequential Thinking MCP Supabase MCP PostgreSQL MCP Filesystem MCP Git MCP Obsidian MCP MongoDB MCP Redis MCP SQLite MCP
Give Claude memory and real documentation

Persistent memory across chats, live library docs, and structured reasoning — so answers stop drifting.

15 minutesbeginner
Analysts exploring data with Supabase + PostgreSQL MCP

Skip the SQL client. Ask product questions in plain English; get charts, insights, and ad-hoc reports.

20 minutesintermediate
Give Claude your files, repo, and notes

Local filesystem, Git history, and your Obsidian vault — so Claude works from what you actually have, not guesses.

10 minutesbeginner
Query any database with Claude (no SQL reflex needed)

Point Claude at Postgres, MongoDB, Redis, SQLite or a managed cloud DB and ask questions in plain language.

10 minutesbeginner

Devs and QA who want a sanity check on a flow without standing up Selenium

beginner

Browser tests without writing tests

Describe a user flow in English. Playwright MCP runs it as a real browser test and reports back with screenshots.

Connectors: Playwright MCP Exa MCP Tavily MCP Firecrawl MCP
Testing web apps automatically with Playwright MCP

Describe a user flow in English. Playwright MCP runs it as a real browser test, no test code required.

15 minutesbeginner
Let Claude search and browse the live web

Real-time search, page scraping, and full browser automation — Claude works with what's on the web right now.

15 minutesintermediate

Indie hackers and full-stack devs who'd rather ship through chat than memorize CLI flags

beginner

Deploying apps from Claude

Trigger deploys, watch logs, manage domains, and roll back — all by talking to Claude through the Vercel MCP server.

Connectors: Stripe MCP Cloudflare MCP Vercel MCP Neon MCP Linear MCP GitHub MCP
Connect your SaaS and cloud accounts to Claude

Stripe, Cloudflare, Vercel, databases and more — manage real accounts through chat, with the API key staying yours.

20 minutesintermediate
Deploying apps with Vercel MCP from Claude

Deploy, check status, manage domains, and roll back — all by chatting with Claude.

10 minutesbeginner
Ship a feature: Linear ticket to Vercel deploy with Claude

Take a Linear ticket from 'todo' to a live preview URL in one conversation — read the spec, write the code, open the PR, deploy.

30 minutes (10 to set up the first time, 20 per feature after)advanced

Developers and on-call engineers who get a Sentry alert and have to turn it into an actionable ticket

intermediate

Error triage and incident response

Turn a raw error alert into a triaged, reproducible GitHub issue with stack trace, suspected cause, and severity — without the 20-minute copy-paste investigation.

Connectors: Sentry MCP GitHub MCP
Turn a Sentry error into a triaged GitHub issue with Claude

An alert fires. In one prompt Claude reads the stack trace, pulls the code, judges severity, and writes the GitHub issue you'd have written by hand.

20 minutes (10 to set up the first time, 5 per alert after)intermediate

Developers who don't want to context-switch between editor and GitHub for every diff

beginner

PR review with Claude

Stop juggling tabs. Use the GitHub MCP server to let Claude read diffs, spot bugs, and suggest improvements without ever leaving the chat.

Connectors: GitHub MCP Memory MCP Docker MCP Sentry MCP Kubernetes MCP
Automated PR review queue with Claude + GitHub MCP

Clear a backlog of open pull requests in one pass — Claude reviews each one to your standards and tells you which ones are safe to merge.

20 minutes (10 to set up the first time, 10 per backlog sweep after)intermediate
PR review with Claude + GitHub MCP

Stop context-switching between your editor and GitHub. Claude reads diffs, spots bugs, and suggests fixes in the same chat.

10 minutesbeginner
Wire up your dev stack: code, CI, containers, errors

GitHub, Git, Docker, Kubernetes and Sentry in one chat — review, ship, and debug without tab-switching.

20 minutesintermediate

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