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Zotero MCP connects your Zotero research library with ChatGPT, Claude, and other AI assistants (e.g., Cherry Studio, Chorus, Cursor) via the Model Context Protocol. Search your library, read and annotate papers, add and organize items, and find research by meaning.

AI agents: read docs/for-agents.md first. It covers which route to use, setup, and the commands in one place.

Three ways in

One package, zotero-mcp-server, ships all three. Pick the one that fits where you work.

MCP server

zotero-cli + agent skill

Zotero Agent

For

Chat apps that speak MCP but have no shell: Claude Desktop, ChatGPT, Cherry Studio, Chorus

Agents with a shell: Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Amp, OpenCode

Chatting inside Zotero, next to the PDF you are reading

How

zotero-mcp setup

zotero-mcp install-skill

zotero-cli plugin, then install the .xpi in Zotero

Why

Works in any MCP client

98 tokens in context until it is needed, instead of ~13k

Knows the item, page and selection you have open; answers link to pages

Guide

Getting started

CLI and agent skill

Zotero Agent plugin

Related MCP server: mcp-zotero

What it does

  • Search by title, author, tag, collection, full text, or meaning (semantic search with local, OpenAI, Gemini, or Ollama embeddings)

  • Read metadata, BibTeX, full text, and page ranges of PDFs, with page images where text extraction garbles math, figures, and tables

  • Annotate: highlights and area boxes placed on the exact words, figure, table, or equation; notes; PDF annotation extraction

  • Write: add papers by DOI, URL, ISBN, BibTeX, or file (with open-access PDFs), manage collections and tags, merge duplicates

  • Local or web: in local mode reads come straight from zotero.sqlite; writes go to the running Zotero 10+ or through the web API

  • Scite citation tallies and retraction alerts (optional)

Quick start

1. Install (Python 3.10+):

uv tool install zotero-mcp-server     # or: pip install zotero-mcp-server

New to the command line? Try the community-built Zotero MCP Setup: a macOS GUI installer, one-click scripts for Mac and Windows, and a step-by-step guide.

2. Enable Zotero's local API: in Zotero 7+, open Settings → Advanced and tick Allow other applications on this computer to communicate with Zotero.

3. Connect your assistant:

zotero-mcp setup      # auto-configures Claude Desktop

or add the server by hand to claude_desktop_config.json:

{
  "mcpServers": {
    "zotero": {
      "command": "zotero-mcp",
      "env": { "ZOTERO_LOCAL": "true" }
    }
  }
}

Teach the agent to drive zotero-cli (the cheaper route, see below):

zotero-mcp install-skill

Or use the MCP server: for Claude Code, add the same mcpServers entry as above to ~/.claude.json.

See Getting started.

zotero-cli plugin     # where the .xpi is, and how to install it

Then in Zotero: Tools > Plugins, the gear, Install Plugin From File. Details: Zotero Agent plugin.

4. Writes (optional): on Zotero 10+, run zotero-mcp authorize-local once and choose Always Allow. On older Zotero, add ZOTERO_API_KEY and ZOTERO_LIBRARY_ID to write through the web API.

Then ask things like "Find papers in my library on attention mechanisms", "Summarize the key findings of this paper", or "Highlight the main claims of this PDF".

Optional extras

The base install covers search, reading, annotations, and writes. Heavier features are extras:

Extra

What it adds

Install command

semantic

Semantic search via ChromaDB, sentence-transformers, OpenAI/Gemini embeddings

pip install "zotero-mcp-server[semantic]"

pdf

PDF outlines, page layout and page images (PyMuPDF), EPUB annotations

pip install "zotero-mcp-server[pdf]"

scite

Scite citation tallies and retraction alerts (no account needed)

pip install "zotero-mcp-server[scite]"

all

Everything above

pip install "zotero-mcp-server[all]"

Update any time with zotero-mcp update.

MCP server or agent skill?

If your agent has a shell (Claude Code, Cursor, Codex, Windsurf, Gemini CLI, Amp, OpenCode …), one command teaches it to drive zotero-cli:

zotero-mcp install-skill

An MCP server sends every tool's schema on every request, before you type anything. The skill costs 98 tokens until the agent decides it is relevant:

Route

In context

Paid

MCP server, default profile (38 tools)

13,448

every request

Agent skill, frontmatter only

98

always

Agent skill, body loaded

1,368

when it fires

Use the MCP server when your client speaks MCP but has no shell (Claude Desktop, ChatGPT); use the skill when it has a shell. Both share one config. Details: CLI and agent skill.

Zotero Agent: chat inside Zotero

A plugin that adds a chat panel to Zotero itself, driven by your own Claude Code, Codex or pi. It knows which item and page you have open and works your library through zotero-cli. Answers cite papers with real zotero:// links, so a click opens the PDF at that page. It ships in the wheel: run zotero-cli plugin for the file and the install steps, or paste the one-paragraph prompt in the docs to your agent and let it do the setup. Details: Zotero Agent plugin.

Documentation

Guide

What's in it

Getting started

Connecting Claude Desktop and Claude Code, ChatGPT, Cherry Studio, Chorus, Autohand, and other MCP clients

Configuration

Environment variables, local writes, web and hybrid modes, the SQLite read backend, global search, text extraction, command-line options

Semantic search

Embedding models, building and updating the index

Tools

Every MCP tool, tool groups (ZOTERO_MCP_TOOLSETS), related items, PDF annotation extraction

CLI and agent skill

zotero-cli command reference, --json output, install-skill

Zotero Agent plugin

The chat panel inside Zotero: install, first run, agents and sign-in, privacy

Docker

Container images and runtime modes

Troubleshooting

Common problems and fixes

For AI agents

One guide for an agent setting up or using Zotero MCP

Website: stevenyuyy.com/zotero-mcp · Changelog

Contributing

Issues and pull requests are welcome. Run the tests with uv run pytest tests/. A live integration test plan, meant to be run by Claude against a real library, is in docs/integration-test-plan.md. Changes to the plugin in plugin/ (AGPL-3.0) are accepted on the condition that the maintainer may also release them under other terms, including commercial ones.

Thanks to everyone who has contributed code, fixes, and ideas to Zotero MCP.

Support

Zotero MCP is free and open source.

If it saves you or your lab time, sponsoring helps cover the unglamorous parts: Windows and WSL2 edge cases, Zotero schema changes, group-library support, and the embedding/search infrastructure.

Labs and institutions: the $50 and $200 tiers are meant to be expensable, and include priority triage on the issues affecting your workflow.

License

The MCP server and zotero-cli are MIT (LICENSE). The Zotero Agent plugin in plugin/ is AGPL-3.0-or-later (plugin/LICENSE), the license Zotero itself uses.

Maintenance

ActivityActive
ResponsivenessNo issues

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