[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/MCP/Docker/Zotero
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pip install uvBest of 2026 · updated 2026-10-18
Best Zotero MCP servers
We track 14 Zotero MCP servers. The most-starred is PDFMathTranslate (37,607 stars), followed by Claude Scholar and Zotero MCP. 1 of the 14 listed here is a remote server you connect to over HTTP, with no local install. PDFMathTranslate has the most recent commit (1d ago). Most are written in Python (5) and TypeScript (5).
14 matches · MCP servers with Zotero in their name or GitHub topics, ranked by GitHub stars. Sponsored slots are labelled and never change the ranking.
How to add a Zotero MCP server to Claude Code
The install command from the PDFMathTranslate README:
$
pip install uvEach tool page has its own command, plus an mcp.json snippet for Cursor, Windsurf and Claude Desktop when the server needs no extra config. See the PDFMathTranslate page for its setup.
| # | Name | Stars |
|---|---|---|
| 1 | PDFMathTranslate PDFMathTranslatePython · AGPL-3.0 · 1d ago | 37,607 |
| 2 | Claude Scholar Galaxy-DawnPython · MIT · 3w ago | 5,790 |
| 3 | Zotero MCP 54yyyuPython · MIT · 1d ago | 5,433 |
| 4 | LLM For Zotero yilewangTypeScript · AGPL-3.0 · 5d ago | 3,310 |
| 5 | Papersgpt For Zotero papersgptJavaScript · AGPL-3.0 · 2w ago | 2,667 |
| 6 | Zotero MCP cookjohnTypeScript · MIT · 1mo ago | 1,238 |
| 7 | Docsagent docsagentTypeScript · 2w ago | 572 |
| 8 | ZotSeek introfiniTypeScript · 1w ago | 225 |
| 9 | Zotero MCP kujengaPython · MIT · 2mo ago | 162 |
| 10 | CLI Anything Zotero PiaoyangGuohai1Python · Apache-2.0 · 2mo ago | 139 |
| 11 | Seerai dralkhTypeScript · MIT · 1w ago | 89 |
| 12 | MCP for Zotero AlejandroArnaud | n/a |
| 13 | Zotero Bridge Combjellyshen | n/a |
| 14 | Zotero Library MCP RaulSimpetru | n/a |
Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding…
$/plugin marketplace add Galaxy-Dawn/claude-scholarZotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.
$uvx zotero-mcp-serverAn open-source research agent system for your Zotero library.
$npm install -g @openai/codexA powerful Zotero AI and MCP plugin with ChatGPT, Gemini 3.7, Claude Fable 5, Claude Opus 5, DeepSeek V4, Grok, OpenRouter, Kimi k3, GLM 5.3, SiliconFlow, GPT-oss, Gemma 4…
$git clone https://github.com/papersgpt/papersgpt-for-zoteroIt's a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. Zotero MCP Plugin 是一个 Zotero 插件，通过 MCP协议实现 AI 助手与…
$git clone https://github.com/cookjohn/zotero-mcpDocsAgent, give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, local docs on the road). Native C++ search…
$npx @docsagent/docsagent start- #8ZotSeek
AI semantic search for Zotero, with a built-in MCP server for AI agents (Claude Code, Codex). Find papers by meaning. 100% local and private.
$claude mcp add --transport http --scope user zotseek http://localhost:23119/zotseek/mcp Lightweight Model Context Protocol (MCP) server for the Zotero API, in Python
$git clone https://github.com/kujenga/zotero-mcpCLI server for Zotero 7/8/9, let AI manage your library. 70+ CLI commands for search, import, PDF, BibTeX, notes, and more. Works with Claude, Cursor, ChatGPT.
$pip install cli-anything-zotero- #11Seerai
Zotero AI plugin Research assistant for Zotero 10. Chat with your library, run federated scholarly search, RAG, OCR, systematic reviews, and manage cloud storage. Includes…
$git clone https://github.com/dralkh/seerai Connect your Zotero reference library to AI assistants via Model Context Protocol.
$claude mcp add --transport http mcp-for-zotero https://mcpforzotero.alejandroarnaud.dev/mcp/MCP Server for Zotero SQLite Database - collection, tagging, PDF reading and more.
$npx -y zotero-bridgeAdd papers and books to Zotero by DOI, arXiv ID, or ISBN and manage your library
MCP serverMCP Registry$uvx zotero-library-mcp
