Cursor AI 2026: Complete Guide to Every New Feature

Complete Cursor release notes for 2026. Covers v3.7–v3.10: Cloud Agents in Agents Window, iOS app, /automate skill, Team MCPs, and organization groups. Updated July 2026.

by AnyCap

Cursor has shipped more in the first half of 2026 than most developer tools ship in three years. The AI code editor that captured the developer world's attention has evolved into something far more ambitious: a full agentic development platform where AI runs, tests, and ships code with minimal human interruption.

This guide covers every significant Cursor update in 2026 — from the Cursor 3 overhaul to the brand-new iOS app — with concrete workflows you can put to work today.


What Changed in Cursor 3: The Shift to Agent-First

The biggest inflection point of the year was Cursor 3, released on April 2, 2026. Version 3 wasn't an incremental update — it repositioned Cursor as an agent orchestration console that also happens to be a code editor.

Cloud Agents

The headline feature is Cloud Agents: AI agents that run in isolated virtual machines with full development environments. Unlike local agents that share your machine's resources, Cloud Agents:

  • Run continuously, even with your laptop closed
  • Test their own changes against real runtime environments
  • Record their work through videos, logs, and screenshots
  • Operate in parallel without slowing down your local session

Composer 2

Cursor 3 also integrated Composer 2 — Cursor's own frontier coding model (released March 19, 2026) — enabling much longer multi-step reasoning chains, better cross-file context, and significantly more reliable handling of large refactors. Cross-file editing accuracy — a persistent pain point in earlier versions — was substantially improved.


Cursor IDE with dark theme showing multiple AI agent sessions in the sidebar and code diffs in the main panel

Cloud Agents in the Agents Window (v3.7 — June 17, 2026)

Building on the Cursor 3 foundation, version 3.7 deep-integrated Cloud Agents into the Agents Window of the desktop app with three new capabilities.

Cloud Environment Setup

Cursor can now set up your entire dev environment in the cloud in under 10 minutes. Watch the agent handle dependency installation in a shared terminal session in real time. Your environment is then captured as a reusable snapshot — future Cloud Agents start faster with testing capabilities already baked in.

Commit your configuration to .cursor/environment.json and every teammate on your project inherits the same snapshot automatically.

/in-cloud: Cloud Subagents

Type /in-cloud to spin up a Cloud Subagent in its own VM and branch for any task you submit. Practical use cases include:

  • Fixing CI failures in parallel while you keep working locally on new features
  • Investigating a production bug in total isolation without contaminating your workspace
  • Exploring an unfamiliar codebase while your main session continues uninterrupted

Add /babysit to have a Cloud Agent iterate on a pull request until it's ready to merge — without tying up your local session.

Seamless Local ↔ Cloud Handoff

Move agent sessions between your machine and the cloud at any point. Offload long-running work, run as many parallel Cloud Agents as your plan allows, then pull a session back to local when you want to test changes yourself.


Cursor Automations: /automate, Slack & GitHub (v3.8 — June 18, 2026)

Version 3.8 introduced Cursor Automations — always-on agents that handle repetitive tasks triggered by events across your tools.

/automate Skill

Type /automate in any local agent session and describe the task in plain language. Cursor configures the triggers, instructions, and tools automatically. No YAML files, no configuration screens.

Slack Emoji Trigger

React to any Slack message with a designated emoji and kick off an automation instantly. Cursor's own team uses this internally to trigger specific workflows directly from Slack threads.

Five New GitHub Triggers

Automations now respond to five additional GitHub events:

Trigger When It Fires
Issue comment A comment is made on a non-PR issue
PR review comment An inline comment is left on a PR diff
PR review submitted A PR review is submitted
Review thread updated A review thread is marked resolved or unresolved
Workflow run completed A GitHub Actions workflow finishes on a PR or branch

The Cursor Marketplace includes ready-made templates for triaging failed GitHub Actions and auto-fixing PR review comments — deployable in one click.

Computer Use for Automations

Cloud Agents kicked off by automations can now use their own computers to produce demos and visual artifacts of their work. Tell the agent to include a demo in its instructions and it will record a visual output automatically — no extra configuration required.


The New Customize Page & Marketplace (v3.9 — June 22, 2026)

Managing plugins, MCPs, skills, rules, and hooks used to mean navigating multiple settings screens. Version 3.9 consolidates everything into a single Customize page with user, team, and workspace-level controls.

Marketplace Leaderboard

See the most popular plugins, skills, and MCPs across your team — ranked by adoption — and add any of them in a single click.

Plugin Canvases

Plugins now support prebuilt canvases: shared setup templates your team can open and reuse without manual configuration:

  • Hex Canvas — build and share data visualizations directly inside Cursor
  • Atlassian Canvas — see a real-time view of all your Jira issues, projects, and Confluence documents

Team Marketplaces: GitLab, Bitbucket & Azure DevOps

Team Marketplaces now import plugin repositories from GitLab, Bitbucket, and Azure DevOps — not just GitHub. Admins can distribute approved integrations to the whole team without anyone needing to configure servers themselves.


Cursor for iOS: Code from Anywhere (v3.9 — June 29, 2026)

The most-discussed Cursor release of the year: Cursor for iOS is now in public beta on all paid plans.

Cloud Agents on Mobile

Open the app, choose a repo, and launch a Cloud Agent the same way you would on desktop. Use voice input to describe ideas out loud, slash commands to guide direction, and pick any frontier model. Cloud agents run in isolated VMs and keep working with your phone in your pocket.

Remote Control

In the Agents Window, use Remote Control to take an agent session running on your desktop and continue directing it from your phone — even with your laptop across the room.

Live Activities & Push Notifications

Track running agents on your iPhone's lock screen with Live Activities. Get push notifications when an agent finishes a task, needs your input, or is ready for review.

Review, Annotate & Merge

Review demos, screenshots, logs, and diffs right from the app. Leave follow-up instructions or merge the PR directly — no desktop required.

Download Cursor for iOS — available on all paid plans.


Developer holding iPhone showing a code diff view with a Merge PR button, MacBook visible on desk in background

Team MCPs & Organization Groups (June 30, 2026)

The latest changelog update rounds out Cursor's enterprise story with Team MCPs in Team Marketplaces.

Admin-Configured MCP Servers

Admins configure Team MCP servers once. Those servers are then distributed across:

  • Cloud Agents
  • The Agents Window
  • The local IDE
  • The CLI

Team members install approved integrations locally without touching server configuration themselves.

Organization Group Access Control

Team Marketplaces now support organization groups (in addition to SCIM directory groups). Restrict marketplace access so specific groups see only the integrations relevant to their work — useful for keeping sensitive tooling out of the hands of contractors or junior developers.


Supercharging Cursor Agents with the AnyCap CLI

Cursor's Cloud Agents can run shell commands — which means they can call the AnyCap CLI directly inside any agent session, automation, or CI pipeline.

AnyCap is a command-line tool that equips AI agents with real-world capabilities: web search, image generation, cloud storage, and instant page publishing. When your Cursor agents need to reach beyond the codebase, AnyCap is the tool they call:

  • Web search & crawl — have a Cloud Agent research API docs, competitor pricing, or release notes before writing integration code
  • Image generation — generate UI mockups or marketing assets mid-session with a single anycap image generate command
  • File sharing & page hosting — publish agent-generated reports or demo videos to a live URL with anycap page deploy
  • Drive storage — persist and share generated assets across sessions and teammates

With Cursor's /automate skill and GitHub triggers, you can wire AnyCap into fully automated pipelines — for example, run anycap image generate to produce a visual changelog asset every time a PR is merged, then publish it instantly.


Terminal window showing anycap CLI commands running with output logs on a developer workstation

Quick Reference: Cursor 2026 Feature Timeline

Version Date Key Features
Cursor 3 Apr 2, 2026 Agents Window, Cloud Agents, Composer 2, multi-repo layout
3.7 Jun 17, 2026 Cloud env setup, /in-cloud subagents, local ↔ cloud handoff
3.8 Jun 18, 2026 /automate skill, Slack trigger, 5 GitHub triggers, computer use
3.9 Jun 22, 2026 Customize page, Marketplace leaderboard, plugin canvases
3.9 Jun 29, 2026 Cursor iOS app, Remote Control, Live Activities
Jun 30, 2026 Team MCPs in marketplaces, organization group access

What to Expect in the Rest of 2026

Based on Cursor's shipping pace and third-party coverage:

  • An Android app is likely to follow the iOS beta
  • Deeper enterprise audit logs and compliance tooling are in progress
  • Computer use may expand to local agent sessions (currently cloud-only for automations)
  • More frontier model integrations as new models ship throughout the year

Conclusion

Cursor in 2026 is a fundamentally different product from what shipped at the end of 2025. The transition from "AI code editor" to "agentic development platform" is complete — with cloud-native execution, mobile access, event-driven automation, and an expanding MCP ecosystem that connects your coding environment to the rest of your toolchain.

If you're building with AI agents, tools like AnyCap.ai add a critical complementary layer: giving your Cursor agents web access, media generation, and instant publishing capabilities through a single CLI tool. Cursor handles the code; AnyCap handles everything that surrounds it.

The pace of shipping shows no sign of slowing. If you haven't upgraded to Cursor 3.9, today is the day.