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Cursor
AI code editor + agents · Cursor
An AI code editor with an in-editor agent, a CLI agent and cloud agents, plus a built-in browser tool and MCP support.
What it is
Cursor is an AI code editor. Its agent plans and applies changes across a codebase, runs terminal commands and can control a built-in browser. The same agent runs in a CLI, and cloud agents take tasks in the background using a team's MCP servers.
- Editor: Agent in the IDE source ↗
- CLI: Agent in the terminal, shares mcp.json source ↗
- Cloud agents: Background tasks with team MCP servers source ↗
What it's best at
- Day-to-day coding inside an editor with an agent alongside
- Testing UI changes with the built-in browser tool
- Handing tasks to cloud agents
- Adding MCP servers from a marketplace
How it works
- Open a repo in the editor and ask the agent for a change; review the diff.
- Add MCP servers through mcp.json or the marketplace; the CLI agent shares the same configuration.
- The browser tool lets the agent open pages, read console and network output, and click through flows; admins can allowlist origins.
- Cloud agents run tasks remotely and can use team MCP servers (HTTP or stdio).
Agent, connector and MCP support
Ideal use cases
- Build and update a marketing site, then check it in the browser tool
- Connect GitHub, PostHog, ClickUp or Railway through MCP while coding
- Send a well-scoped task to a cloud agent
- Build a Markdown editor or dictation tool (see Build your own)
Limits
- Agent changes need review; keep tests and pull requests.
- Plan limits and model access vary by plan.
- Browser-tool access can be restricted by an admin allowlist.
How it pairs with your tools
- GitHub: GitHub MCP server install guide for Cursor
- ClickUp: ClickUp mcp.json setup for Cursor
- PostHog: Named as a supported MCP client
- Railway: Railway Cursor plugin
- Semrush: Semrush MCP setup section for Cursor
Also named as a supported client in the official docs of: 1Password, Airtable, Apify, Cal.com, Chatbase, Consensus, Deel, Descript, Granola, Gumloop, Gusto, HeyGen, Hostinger, Instantly, lemlist, Mercury, monday.com, OpusClip, PandaDoc, Ramp, Readwise, Surfer, Tidio, Vercel, Webflow, Wolfram, Xero.
Every tool page has a "How to use it with AI" matrix showing the route to Cursor, with sources.
Workflows you can run here
Confirmed means every MCP and API step is documented for Cursor (vendor docs, not IonBin testing).
- Dub and localize product videos
- Cut social clips from a long video
- Draft, optimize and publish an SEO article
- Turn keyword research into a content plan and tasks
- Fix site-audit issues as pull requests
- Build a landing page with a coding agent in Framer
- Add a writing-quality gate before publishing
- Ask product analytics questions from your editor
- Run an A/B test with an AI pair
- Triage outreach replies automatically
- Manage cold-email campaigns from chat
- Enrich new leads automatically
- Choose the model behind each automation step
- Turn Stripe events into team tasks
- Follow up on failed payments
- Write a weekly project status update
- Hand coding tasks to an agent from your board
- Ship a small AI tool to production
- Give AI agents secrets without exposing them
- Audit SaaS and AI tool spend
- Protect the machines and accounts your agents use
- Run an AI support agent that can take actions
- Add an AI agent to your website
- Answer calls with an AI voice agent
- Use AI for first responses in live chat
- Ask HR and payroll questions in plain language
- Write a weekly cash and spend note
- Update your privacy policy for AI features
- Organize tax documents with Claude, then file in FreeTaxUSA
- Switch tax software using last year’s return
- Sanity-check investment tax forms before you upload them
- Check estimated-tax arithmetic with Wolfram in Claude
- Ask questions in ChatGPT, then file in TurboTax
- Compare tax software tiers with cited sources
- Run month-end reconciliation with Xero in Claude
- Draft a Xero invoice when a project is done
- Research company formation options with citations
- Compare contractor vs employer-of-record costs
- Set up payroll with a checklist
- Decide between a PEO and payroll-only
- Write benefits enrolment messages for HR approval
- Double-check key figures with Wolfram
- Power a calculator with the Wolfram LLM API
- Pull data lookups into research notes
- Book and reschedule meetings from chat
- Route website leads straight to the right calendar
- Deliver a lead magnet automatically
- Launch a site from chat with Hostinger
- Take your site multilingual
- Publish Claude drafts to WordPress on Kinsta
- Keep sensitive documents out of AI chats
- Fix weak passwords from a health report
- Write articles that cite real research
- Add accurate captions to marketing videos
- Launch a website support agent with Botpress
- Qualify leads with a bot, then book the call
- Triage support tickets with an agent team
- Get a meeting brief before every call
- Capture research into a knowledge base agents can read
- Ask several AI models and reconcile the answers
- Package your best prompts as reusable agent skills
- Make press releases easy for AI answers to quote
- Compute finance numbers with code, not chat
- Give agents read-only access to your notes
- Check deploys and logs from your coding agent
- Render many video variants from data
- Write the script and captions, edit in CapCut
- Turn trend research into a CapCut edit
- Rough-cut in Descript, polish in CapCut
- Turn a podcast into shorts from your coding agent
- Repurpose every webinar automatically
- Rewrite clip titles and captions per platform
- Schedule clips from chat, with a human check
- Edit a podcast with Descript from your AI assistant
- Edit the long version in Descript, clip it with OpusClip
- Turn sales calls into an account brief
- Research with Grok Bot, record and edit in Descript
- Find weekly themes across customer calls
- Write a policy brief grounded only in your documents
- Turn long videos and papers into cited notes
- Build an onboarding notebook new hires can question
- Have Claude run a Gumloop lead-research agent
- Monitor competitor pricing pages with Gumloop
- Talk through a brief, get a clean document
- Clear email by voice with an AI editor
- Set ad targets from break-even ROAS
- Make your offer page readable by AI agents
- Audit a role before you hire for it
- Get a weekly repo report from a scheduled agent
- Switch AI assistants and keep your context
- Check your agent setups for the lethal trifecta
74 more with at least one step To verify
- Make a video with Claude and PlayPlay, then launch it on MNTN
- Give every AI tool your brand context
- Turn a script into an avatar video from chat
- Add an AI voiceover to a video
- Publish audio editions of your articles
- Audit how AI answers mention your brand
- Write a monthly SEO and product report
- Create directory or landing pages from a Notion database
- Build a presentation from research
- Make a tailored one-pager for each prospect
- Turn a blog post into an email campaign
- Triage new leads and draft follow-ups
- Log meeting notes and next steps in your CRM
- Write a weekly pipeline forecast
- Get next-step coaching on open deals
- Build a qualified prospect list
- Run an outbound sequence with approval
- Prepare a pre-call account brief
- Draft proposals and chase signatures
- Give your AI agent live web data
- Monitor competitor and vendor pages for changes
- Check who ranks for your key searches
- Ask questions across your meeting history
- Let your AI agent trigger your automations
- Ask revenue questions in plain language
- Ask bookkeeping questions in QuickBooks
- Check Stripe payouts against QuickBooks
- Turn Fireflies action items into ClickUp or monday.com tasks
- Route requests from a form to the right board
- Self-host n8n or your own MCP server
- Turn support conversations into weekly insights
- Draft support replies for agent approval
- Onboard a new hire or contractor
- Review payroll before it runs
- Invoice when work is done
- Keep a compliance and filings calendar
- Transcribe and summarize calls automatically
- Hand clean books to your tax filing
- Turn Xero data into a cash forecast and investor update
- Check Stripe payouts against Xero
- Review card spend for policy issues
- Take an agreement from template to signature
- Send the agreement when a deal is won
- Turn an intake form into a signed consent form
- Run a founder launch checklist in ClickUp
- Chase unsigned agreements with Docusign in Claude
- Build a brand-name shortlist and check trademarks
- Plan an international hire with Remote
- Analyze an export by chatting with it
- Track which partner programs earn
- Analyze survey results
- Let Claude schedule focus time for your tasks
- Turn sprint issues into booked time
- Turn a recorded call into a follow-up
- Find themes across customer interviews
- Build an intake form from chat
- Send form submissions to your CRM and score them
- Run a survey into Airtable or Notion
- Run n8n on a VPS managed from chat
- Register a domain and point it at Cloudflare Pages
- Cross-check web answers against research
- Turn your reading highlights into an outline
- Build an evidence table from a literature review
- Summarize last week’s calls into CRM notes
- Turn Otter meeting action items into ClickUp tasks
- Research accounts with an AI agent, approve every message
- Draft an on-brand campaign with Jasper
- Write product descriptions in bulk for Webflow
- Verify every claim before you publish
- Write the weekly ad report from live data
- Run social posts through an approval queue
- Get a daily brief from your tools
- Automate a web task that has no API
- Report ad results by profit, not revenue
In the wiki
Sources
- Model Context Protocol (MCP) · Cursor · official · accessed 2026-10-16
- Browser tool · Cursor · official · accessed 2026-10-16
- Cloud agent capabilities · Cursor · official · accessed 2026-10-16
- CLI MCP · Cursor · official · accessed 2026-10-16
- Using Agent in CLI · Cursor · official · accessed 2026-10-16
To verify Plan names and usage limits