AI Agents
unity-mcp
Bridge AI assistants to the Unity Editor via MCP: manage assets, scenes, scripts and tasks.
★ 14.8k starsMIT
View guide →Connect your Zotero research library to Claude and other AI assistants through MCP.
zotero-mcp is an open-source ai agents project by 54yyyu (54yyyu/zotero-mcp on GitHub). It has 5,284 GitHub stars and 416 forks, is released under the MIT license, and was last updated on GitHub on 8 October 2026.
Decide what you want your assistant to do with your library — search, summarize, annotate or organize.
Install zotero-mcp-server with uv tool or pip.
Run zotero-mcp setup to auto-configure Claude Desktop, or add the MCP server entry to your client's config.
Ask your assistant to find papers in your library on a topic and summarize the key findings.
Search by title, author, tag, collection or full text, or semantically by meaning with local, OpenAI, Gemini or Ollama embeddings.
Reads metadata, BibTeX, full text and specific PDF page ranges, with page images where text extraction garbles math, figures and tables.
Creates highlights and area boxes on the exact words, figure, table or equation, plus notes, and extracts existing PDF annotations.
Add papers by DOI, URL, ISBN, BibTeX or file (with open-access PDFs), and manage collections, tags and duplicate merges.
In local mode, reads come straight from zotero.sqlite; writes go to a running Zotero 10+ or through the web API.
Optional Scite citation tallies and retraction alerts add trust signals to papers in your library.
Clone Zotero MCP if you want the source; most users install the package.
git clone https://github.com/54yyyu/zotero-mcp.git
cd zotero-mcpInstall zotero-mcp-server as a uv tool (or with pip).
uv tool install zotero-mcp-serverAuto-configure Claude Desktop, then ask your assistant about your library.
zotero-mcp setupZotero MCP is maintained by 54yyyu (Steven Yu) and contributors.
Yes — it is MIT licensed. Semantic search can use free local embeddings or Ollama, or a paid provider if you choose one.
Local mode works against your own Zotero library without keys; web-API writes need a Zotero API key and library ID, and some optional features (Scite, hosted embeddings) need their own accounts.
Zotero manages the library; Zotero MCP exposes that library to AI assistants so you can search, discuss and annotate papers conversationally through MCP.
uv tool install zotero-mcp-server, run zotero-mcp setup, and ask your assistant to find papers on a topic.
Bridge AI assistants to the Unity Editor via MCP: manage assets, scenes, scripts and tasks.
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