Zotero 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.
⚡ Executive Summary & Quick Facts
Authoritative Sourcezotero-mcp is zotero-mcp is an open-source project written in Python: Zotero 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..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), 54yyyu/zotero-mcp has accumulated 5,265 GitHub stars and 417 forks. It is written in Python, licensed under MIT, and ranks #2,503 globally. It is actively maintained with the latest commit recorded on Oct 7, 2026.”
| Repository | 54yyyu/zotero-mcp ↗ |
|---|---|
| Primary Category | ai agent |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 5.3K stars · ⑂ 417 forks · #2,503 globally |
| Maintenance | ● Active (Last commit: Oct 7, 2026) · 72 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 92/100 · Grade AYes, zotero-mcp is actively maintained. Continuous telemetry recorded the last code commit on Oct 7, 2026 (24 days ago). Supported by 5,265 stars and 417 community forks, this repository holds a calculated health index of 92/100, reflecting regular maintenance (24 days ago) and healthy issue cadence.
Star History
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+132
STARS · LAST 30 DAYS
4
PER DAY
#393
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +132 | +360 |
| Per day | 1 | 4 | 4 |
| Forks gained | +0 | +8 | +21 |
zotero-mcp gained 132 stars in the last 30 days, about 4 a day, and now has 5.3K. It is about 2 years old and has averaged roughly 2.6K stars a year. It ranks #393 among Python repositories and #2,503 across all languages on GitHubRepo.
Trending Record
23
DAYS ON TRENDING
#4006
BEST RANK
Oct 7, 2026
FIRST APPEARANCE
Active
STATUS TODAY
zotero-mcp has maintained a continuous presence across global trending indexes, peaking at #4006. Below is the 30-day activity profile:
💡 Overview
zotero-mcp is an open-source project written in Python: Zotero 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.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-agent, chatgpt, claude. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install zotero-mcp⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
zotero-mcp coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with zotero-mcp.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install zotero-mcp using your package manager: `pip install zotero-mcp`
Initialize your project workspace or configuration file for zotero-mcp.
Import zotero-mcp into your codebase or invoke it directly from your terminal.
Execute your test suite or run `zotero-mcp --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
54yyyu/zotero-mcp is currently ranked #2,503 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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| #2,503 | 54yyyu/zotero-mcp This Project | Python | ★ 5.3K | |
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Frequently Asked Questions
What does zotero-mcp do? +
Zotero 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.
Is zotero-mcp actively maintained in 2026? +
Yes, zotero-mcp is actively maintained. The latest code push was recorded on Oct 7, 2026 (24 days ago). It holds a calculated Maintenance Health Score of 92/100 (A rating) with 5,265 stars and 72 open issues.
What language is zotero-mcp written in? +
The primary language is Python. Topics include: ai-agent, chatgpt, claude, claude-code, mcp.
How many stars does zotero-mcp have? +
zotero-mcp has 5,265 stars and 417 forks on GitHub.
How does zotero-mcp rank among GitHub repositories? +
With 5,265 stars, 54yyyu/zotero-mcp is ranked #2,503 globally across all repositories tracked on GitHubRepo and #393 among Python projects.
What license is zotero-mcp distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
