AI agentsfor text editors

Thomson Reuters
SoftExpert
DevRev
SciSpace
BCG
Reforge
Business Insider
deshaw
Posthog
LinkedIn
Productboard
Axios
Staffbase
Beehiiv
Front
ChartHop
Jenni
Chegg
Trainual
UserTesting
Substack
Opal
nextcloud
Axios HQ
ycombinator
ahref
Storyblok
Gitlab

The Tiptap AI Agent isn’t just a chatbot. It’s a full-featured document editor powered by AI. It reads, rewrites, plans, and edits rich text using structured tool calls. Just like a real collaborator would.

# Quick start

  1. Set up your private registry access and Tiptap Cloud account
  2. npm install @tiptap-pro/extension-ai-agent
  3. Integrate the AI Agent extension into your editor

[Read docs](https://tiptap.dev/docs/content-ai/capabilities/agent/overview)

What makes itan AI agent?

Most AI tools generate plain text. The Tiptap AI Agent doesn’t just respond, it makes decisions, calls tools, and interacts with the editor like a real teammate. You define the task. The agent takes it from there.

Acts autonomously

Plans steps, use tools, and iterates until the job is done.

Understands structure

Reads and navigates rich text with awareness of document semantics.

Edits with precision

Use tiptap commands to rewrite or update specific sections, such as identifying key phrases and formatting them in bold.

Explains its changes

Shows users what it changed and why. Works with Tiptap AI Changes for tracking.

From prototypeto production, fast

No need to build your own tool system, prompt logic, or editor glue code. Use our cloud backend for zero setup, or bring your own infrastructure for full control.

Works out of the box

Works instantly with Tiptap Cloud, no backend configuration, no migrations, no special schemas required. It just works.

Bring your own LLM

Compatible with OpenAI, Anthropic, Mistral, or your custom agents.

Built-in toolkit

Get started quickly with a comprehensive set of ready-made tools for text editing, formatting, and workflow automation.

Connect custom tools

Expand the agent’s capabilities with tools tailored to your specific product requirements.

AI agentsin real industries

From drafting legal briefs to summarizing medical records, adopt the Tiptap AI Agent into your workflow, whatever your field.

Content creation
Write, edit, and structure content for blogs, marketing, and social media.
Education & learning
Summarize lectures, generate course materials, or enhance student writing.
Finance
Draft reports, summarize market data, and structure financial documents.
Healthcare
Streamline note-taking, summarize research, and structure patient records.
Science & research
Generate reports, synthesize findings, or extract insights from large datasets.
Legal
Draft briefs, organize case files, or review and summarize contracts.
Logistics
Automate documentation, streamline communication, and manage operational plans.
Cybersecurity
Document incidents, summarize threat intelligence, and standardize reporting.
Hiring & recruiting
Draft role descriptions, organize applicant info, and automate outreach.

A polished AI experienceyour users will trust

The Tiptap AI Agent is designed for clarity, control, and collaboration. From inline edits to full-document overhauls, it feels like part of your product, not some bolted-on assistant.

Review every change

Works with AI Change Tracking so users can accept or reject edits before they land.

Explain what happened

The agent can describe what it changed and why. Perfect for transparency!

Custom UI components

Use our prebuilt buttons, menus, and modals, or style your own.

Multiplayer-ready

Built to work in collaborative editors with no weird conflicts.

Generate rich content

Tables, lists, headings, embeds. Structured output, not just markdown blobs.

Edit specific sections

Users can highlight any section to get focused, context-aware AI suggestions.

Developer's
launchpad

Code with clarity: Explore comprehensive documentation and examples to jumpstart your journey with Tiptap.

Documentation

Frequently
 askedquestions

Start integrating now with our developer docs, or explore the live demo with code at ai-agent.tiptap.dev.

Yes. The extension is fully supported, multiplayer-compatible, accessible, and used in live products today.

You can. Define your own tools and tool handlers to connect business logic, APIs, or internal systems. The AI Agent Toolkit makes it easy to add them to the agent’s capabilities.

Absolutely. The agent produces rich text using Tiptap commands like tables, lists, headings.

Yes. With the AI Changes extension, your users can accept or reject each edit. You control whether tool calls are auto-accepted or always reviewed.

We recommend OpenAI’s gpt-4.1 or gpt-4o for the best tool support. You can also use Claude, Mistral, or any provider via adapters or custom integration.

Not at all. Use Tiptap Cloud for a fully hosted experience with zero setup. Or bring your own backend and LLM if you want full control.

Chatbots just respond with text. AI Agents go further: they plan, decide, and interact with your editor using tools. The Tiptap AI Agent can read content, rewrite it, apply formatting, and explain its changes—all in a structured, controlled way.