Is the llm-for-zotero MCP server actively maintained?

The llm-for-zotero MCP server was last committed 4d ago and has 33 contributors. Issue health: 49% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

llm-for-zotero MCP Server

Name: yilewang/llm-for-zotero
Rating: 4.2 (1 reviews)
Author: yilewang

yilewang/llm-for-zotero

Score: 80.7 Rank #1738 Agent Framework

Are you the maintainer of yilewang/llm-for-zotero? Claim this listing →

An open-source research agent system for your Zotero library.

Add AgentRank to Claude Code Discover and compare tools like yilewang/llm-for-zotero — your AI finds the right one automatically

Get API Access →

claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

yilewang/llm-for-zotero is a TypeScript tool licensed under AGPL-3.0. An open-source research agent system for your Zotero library. Topics: academic-paper, literature-analysis, llm-agent, zotero-plugin, zotero, codex, research-tool, rag, mcp.

Ranked #1738 out of 24840 indexed tools.

In the top 7% of all indexed tools.

Has 3,145 GitHub stars.

Has 33 contributors.

Actively maintained with commits in the last week.

Ecosystem

TypeScript AGPL-3.0

academic-paperliterature-analysisllm-agentzotero-pluginzoterocodexresearch-toolragmcp

Score Breakdown

Stars 15% 3,145

3,145 stars → well-known project

Freshness 25% 4d ago

Last commit 4d ago → actively maintained

Issue Health 25% 49%

177/359 issues closed → many open issues

Contributors 10% 33

33 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 179

Description Good

License AGPL-3.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Issue Health high impact

You have 182 open vs 177 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge all embed codes →

Markdown

[![AgentRank](https://agentrank-ai.com/api/badge/tool/yilewang--llm-for-zotero)](https://agentrank-ai.com/tool/yilewang--llm-for-zotero/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)

HTML

<a href="https://agentrank-ai.com/tool/yilewang--llm-for-zotero/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/yilewang--llm-for-zotero" alt="AgentRank"></a>

Embed Widget docs →

HTML

<script src="https://agentrank-ai.com/embed.js" data-tool="yilewang/llm-for-zotero"></script>

Details

Stars: 3,145
Forks: 179
Open Issues: 182
Closed Issues: 177
Contributors: 33
Dependents: —
Language: TypeScript
License: AGPL-3.0
Last Commit: 4d ago

Matched Queries

topic:mcp

From the README

# llm-for-zotero: A Research Agent System for your Zotero Library

<p align="center">
  
</p>

**llm-for-zotero** brings Large Language Models into the Zotero reader, so
you can ask questions, summarize papers, inspect figures, compare sources,
and save notes without leaving your library. It works with standard API
providers, local OpenAI-compatible models, WebChat, Codex App-Server,
and Claude Code.

Documentation:

- [English](https://yilewang.github.io/llm-for-zotero)
- [Chinese](https://yilewang.github.io/llm-for-zotero/zh/)

<p align="center">
  
</p>

<p align="center">
  
</p>

## Table of Contents

- [At a Glance](#at-a-glance)
- [Quick Start](#quick-start)
- [What's New](#whats-new)
- [Configuration](#configuration)
- [Demos](#demos)
- [File-Based Notes](#file-based-notes)
- [Agent Mode](#agent-mode-beta)
- [Skills](#skills)
- [General Web Search](#general-web-search)
- [WebChat Setup](#webchat-setup-chatgpt-web-sync)
- [Codex Setup](#codex-setup-chatgpt-plus-subscribers)
- [C

Read full README on GitHub →