• SYNTHESIS
  • STRUCTURE
  • RETRIEVAL
  • HUMAN

How to synthesize research from highlights with your AI

Connect your Readwise library to your AI client to bridge the gap between passive reading and active writing. Once connected, your agent can pull specific insights directly into your workspace.

Ask AI about this page

Short answer

How can I turn my Readwise highlights into research?

Your AI client uses the Readwise MCP to pull your specific book highlights and tagged snippets into your chat. You can then ask it to find connections between different books or draft outlines based on those notes.

Research outcomes

Where your research lands.

The AI organizes your scattered notes into these four useful formats.

SYNTHESIS

Cohesive research summaries

The AI looks across multiple books to find common themes. You get a single document that connects ideas from different authors.

STRUCTURE

Essay and article outlines

Turn a collection of highlights into a logical flow for a draft. The AI maps your notes to a heading structure you define.

RETRIEVAL

Thematic note clusters

Ask for all highlights related to a specific concept. The AI pulls the exact text you saved so you don't have to hunt for it.

HUMAN

Refined creative direction

You decide which connections actually matter. The AI provides the raw material, but you provide the final judgment and voice.

The workflow

What your AI does when the data arrives.

The AI moves from broad scanning to specific drafting using your existing Readwise organization.

  1. Scan your library

    The AI identifies which books you have saved to establish a baseline for your research.

    list_books

  2. Pull specific notes

    The agent fetches the exact text snippets you highlighted in your chosen books.

    list_highlights

  3. Filter by topic

    If you use Readwise tags, the AI can isolate only the notes relevant to your current project.

    list_tags

  4. Draft the synthesis

    The AI organizes the retrieved text into the summary or outline you requested.

    list_highlights

Try it

Copy these to start.

Use these prompts once you have connected Readwise to your AI client.

Starting points

These are opening lines. Replace the bracketed text with your specific book titles or tag names.

Readwise Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_4kcG0h7XXZ5Q144zEPy1nEr84nv92ufZ3SRwRWjw/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Readwise capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "readwise-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_4kcG0h7XXZ5Q144zEPy1nEr84nv92ufZ3SRwRWjw/mcp"
    }
  }
}
Copy into chat04

  • Summarize the main arguments from my highlights in [Book Title].

  • Find all my highlights tagged with [Topic Name] and group them by sub-theme.

  • Create a detailed essay outline using my notes from [Book 1] and [Book 2].

  • What are the recurring ideas across all my highlights about [Subject]?

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Readwise once, then ask.

Just click the link to connect your account. Your credentials stay encrypted, and you can immediately start chatting with your notes in any MCP-compatible client.

Connect Readwise to your AI

FAQ

How this task behaves.

  • 01

    Can the AI add new highlights to my Readwise account?

    No. This MCP only allows the AI to read your existing highlights, books, and tags.

  • 02

    Does the AI see my entire Readwise library at once?

    No. The AI only accesses the specific books or tags you ask it to look at during your conversation.

  • 03

    Can I use this with Claude Desktop?

    Yes, as long as you have connected the Readwise MCP to your client.

  • 04

    Will the AI delete any of my notes?

    No. The tools provided are read-only. Your original highlights remain untouched.

  • 05

    Can the AI organize my Readwise tags for me?

    No. The AI can read your tags to find information, but it cannot create or rename tags in Readwise.

  • More questions about Readwise? The Connector page answers them. See everything the Readwise Connector can do

Connect Readwise to Claude, Cursor, ChatGPT & more