Annotate Paper
54yyyu/zotero-mcp
Read the open paper and write study annotations into its PDF with zotero-cli - a context box on the title, a four-part summary on the abstract, role-coded abstract highlights, one box per figure…
Guide to Zotero MCP for connecting Zotero library with AI assistants
$ npx skills add wentorai/research-plugins --skill zotero-mcp-guide -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wentorai/research-plugins zotero-mcp-guide --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/writing/citation/zotero-mcp-guide .claude/skills/zotero-mcp-guide && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "zotero-mcp-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/writing/citation/zotero-mcp-guide into .claude/skills/zotero-mcp-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "zotero-mcp-guide", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/wentorai/research-plugins/tree/main/skills/writing/citation/zotero-mcp-guideType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add wentorai/research-plugins --skill zotero-mcp-guide -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wentorai/research-plugins zotero-mcp-guide --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/writing/citation/zotero-mcp-guide .agents/skills/zotero-mcp-guide && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "zotero-mcp-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/writing/citation/zotero-mcp-guide into .agents/skills/zotero-mcp-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "zotero-mcp-guide", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wentorai/research-plugins --skill zotero-mcp-guide -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wentorai/research-plugins zotero-mcp-guide --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/writing/citation/zotero-mcp-guide .cursor/skills/zotero-mcp-guide && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "zotero-mcp-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/writing/citation/zotero-mcp-guide into .cursor/skills/zotero-mcp-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "zotero-mcp-guide", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/wentorai/research-plugins.git --path skills/writing/citation/zotero-mcp-guide--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add wentorai/research-plugins --skill zotero-mcp-guide -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wentorai/research-plugins zotero-mcp-guide --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/writing/citation/zotero-mcp-guide .gemini/skills/zotero-mcp-guide && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "zotero-mcp-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/writing/citation/zotero-mcp-guide into .gemini/skills/zotero-mcp-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "zotero-mcp-guide", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install wentorai/research-plugins zotero-mcp-guideInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add wentorai/research-plugins --skill zotero-mcp-guide -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/writing/citation/zotero-mcp-guide .github/skills/zotero-mcp-guide && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "zotero-mcp-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/writing/citation/zotero-mcp-guide into .github/skills/zotero-mcp-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "zotero-mcp-guide", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wentorai/research-plugins --skill zotero-mcp-guide -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wentorai/research-plugins zotero-mcp-guide --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/writing/citation/zotero-mcp-guide .opencode/skills/zotero-mcp-guide && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "zotero-mcp-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/writing/citation/zotero-mcp-guide into .opencode/skills/zotero-mcp-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "zotero-mcp-guide", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
zotero-mcp-guideGuide to Zotero MCP for connecting Zotero library with AI assistants
Zotero MCP Guide is an agent skill from wentorai/research-plugins. Guide to Zotero MCP for connecting Zotero library with AI assistants
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Citation management and MCP servers. It works with Model Context Protocol and Zotero. The repository describes itself as: 350+ academic research skills, MCP configs, and plugins for Research-Claw and AI agents. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit bf44b3c. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
npmgitFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
github.comAlso links to:
modelcontextprotocol.iozotero.orgdocs.anthropic.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Zotero MCP Guide loads about 2.1k tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 1,065 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from wentorai/research-plugins at commit bf44b3c, republished under its MIT licence (© wentorai). 1,065 words, ~2,104 tokens.
.claude/skills/zotero-mcp-guide/SKILL.md (or your agent's skills folder).Zotero MCP is an emerging tool with over 2,000 GitHub stars that implements the Model Context Protocol (MCP) to connect your Zotero reference library with AI assistants such as Claude. By exposing your Zotero library as a structured data source through MCP, it allows AI models to search, retrieve, and reason about your collected academic papers, annotations, and notes during conversations.
The Model Context Protocol provides a standardized way for AI applications to access external data sources. Zotero MCP leverages this protocol to give AI assistants direct, read-only access to your research library. Instead of manually copying and pasting paper details into a chat, you can ask an AI assistant to look up papers in your Zotero library, summarize your annotations on a specific topic, find related references, or help draft text based on your collected sources.
This integration is particularly valuable for researchers who maintain comprehensive Zotero libraries and want to leverage AI assistance for literature reviews, writing, and knowledge synthesis. The AI can work with the full context of your library rather than being limited to whatever you paste into the conversation, making interactions more productive and contextually grounded.
Zotero MCP requires both a running Zotero instance and an MCP-compatible AI client.
Prerequisites:
Install the MCP Server:
# Clone the repository
git clone https://github.com/54yyyu/zotero-mcp.git
cd zotero-mcp
# Install dependencies
npm install
# Build the server
npm run buildConfigure Zotero:
Configure Your AI Client:
For Claude Desktop, add the Zotero MCP server to your configuration file (claude_desktop_config.json):
{
"mcpServers": {
"zotero": {
"command": "node",
"args": ["/path/to/zotero-mcp/dist/index.js"]
}
}
}For other MCP hosts, follow their respective documentation for adding MCP servers. The server communicates over stdio using the standard MCP transport protocol.
Verify the Connection:
Library Search: The MCP server exposes a search tool that allows AI assistants to query your Zotero library using natural language or structured queries. The AI can search by:
Item Retrieval: Retrieve complete metadata for specific items including:
Annotation Access: The AI can read your PDF annotations and notes for specific items. This means you can ask questions like "What did I highlight in the Smith 2024 paper?" or "Summarize my annotations on papers about transformer architectures" and the AI will access your actual annotations to formulate a response.
Collection Browsing: Navigate your Zotero collection hierarchy to understand how you have organized your library. The AI can list collections, show items within specific collections, and understand the taxonomic structure of your research.
Note Reading: Access standalone notes and item notes in your Zotero library. This is useful for AI-assisted writing where your accumulated research notes provide the source material for drafting text.
Citation Formatting: Request formatted citations for items in your library. The AI can generate citations in various styles (APA, MLA, Chicago, etc.) by accessing the complete bibliographic data through MCP.
AI-Assisted Literature Review:
Intelligent Writing Support:
Research Question Exploration:
Library Management Assistance:
Example Conversations:
You: What papers do I have about attention mechanisms in neural networks?
AI: [Searches Zotero via MCP] I found 12 papers in your library related
to attention mechanisms. The earliest is Bahdanau et al. (2014) and the
most recent is...
You: Summarize what I highlighted in the Vaswani 2017 paper.
AI: [Retrieves annotations via MCP] In the Vaswani et al. (2017)
"Attention Is All You Need" paper, you highlighted three key passages...Zotero MCP operates locally on your machine. All communication between the MCP server and Zotero happens over localhost, and your library data is not uploaded to any external service. However, when you use the MCP integration with a cloud-based AI assistant, the content retrieved from your library is sent to the AI provider as part of the conversation context.
Best practices for privacy:
AI Cannot Find Zotero: Ensure Zotero is running before starting your AI client. The MCP server connects to Zotero's local API on port 23119. If you have changed the default port, update the MCP server configuration accordingly.
Search Returns No Results: Verify that your Zotero library has items and that full-text indexing is enabled for better search coverage. Check that the MCP server is properly connected by reviewing its console output for any error messages.
Slow Responses: Large libraries may take longer to search. Consider using more specific queries or searching within particular collections to narrow the scope. Enabling Zotero's search cache can improve response times.
© wentorai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/writing/citation/zotero-mcp-guide of wentorai/research-plugins.
Open the folder on GitHubat commit bf44b3c
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in wentorai/research-plugins, which our catalogue first saw on October 7, 2026.
Zotero MCP Guide next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Zotero MCP Guide this skillwentorai/research-plugins | 298 | 1 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Annotate Paper54yyyu/zotero-mcp | 5.3k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Setup MedsciAperivue/medsci-skills | 333 | — | ~960 | Automated safety check: Pass | MIT | |
| Literature Review Toolsbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~2.5k | Automated safety check: Notes | Custom licence | |
| NSFC Literature Review WriterHuiyuLi-2000/Chinese-Grant-Writer-Skills | 439 | 1 repos | ~1.4k | Automated safety check: Notes | MIT | |
| Docsagentdocsagent/docsagent | 625 | — | ~834 | Automated safety check: Pass | None |
54yyyu/zotero-mcp
Read the open paper and write study annotations into its PDF with zotero-cli - a context box on the title, a four-part summary on the abstract, role-coded abstract highlights, one box per figure…
Aperivue/medsci-skills
A skill your agent uses when a skill fails for a missing tool or the environment needs checking.
brycewang-stanford/Auto-Empirical-Research-Skills
Recommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of a literature review — searching, reading, extracting, synthesizing, screening…
HuiyuLi-2000/Chinese-Grant-Writer-Skills
Writes the research-status literature review and critique section of an NSFC grant proposal, backed by a bundled multi-source literature search.
docsagent/docsagent
Search and manage private, local document collections (PDF, PPTX, DOCX) offline.
blazickjp/arxiv-mcp-server
A skill your agent uses when finding, comparing, reading, or monitoring arXiv papers, including requests for abstracts, citation graphs, original LaTeX, section-level technical details, or…
wentorai/research-plugins
Craft structured research abstracts that maximize clarity and journal acceptance
wentorai/research-plugins
Manage academic citations across BibTeX, APA, MLA, and Chicago formats
wentorai/research-plugins
Summarize academic papers with structured extraction of key elements
wentorai/research-plugins
Evidence-based study techniques for academic learning and retention
wentorai/research-plugins
Adjust writing tone and register for academic audiences and venues
wentorai/research-plugins
Academic translation, post-editing, and Chinglish correction guide
Works with
Categories
Guide to Zotero MCP for connecting Zotero library with AI assistants. Zotero MCP Guide is an agent skill from wentorai/research-plugins.
Zotero MCP Guide fits situations like: tasks that involve Citation management; tasks that involve MCP servers.
Run `npx skills add wentorai/research-plugins --skill zotero-mcp-guide -a claude-code`. Or copy the skill folder (skills/writing/citation/zotero-mcp-guide in wentorai/research-plugins) into .claude/skills/zotero-mcp-guide in your project. Claude Code loads it when a task matches its description.
Run `npx skills add wentorai/research-plugins --skill zotero-mcp-guide -a codex`. Or copy the skill folder (skills/writing/citation/zotero-mcp-guide in wentorai/research-plugins) into .agents/skills/zotero-mcp-guide in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add wentorai/research-plugins --skill zotero-mcp-guide -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/zotero-mcp-guide, .gemini/skills/zotero-mcp-guide, .github/skills/zotero-mcp-guide and .opencode/skills/zotero-mcp-guide in your project.
Going by SKILL.md and its folder, Zotero MCP Guide needs the command-line tools its instructions call (npm and git). Our summary lists: Node.js.
SKILL.md names 4 domains. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. As links in the text: modelcontextprotocol.io, zotero.org and docs.anthropic.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Zotero MCP Guide is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.1k tokens (SKILL.md is roughly 8.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Zotero MCP Guide: Annotate Paper (54yyyu/zotero-mcp, 5.3k stars), Setup Medsci (Aperivue/medsci-skills, 333 stars), Literature Review Tools (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars) and NSFC Literature Review Writer (HuiyuLi-2000/Chinese-Grant-Writer-Skills, 439 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
wentorai (a GitHub user) maintains it in wentorai/research-plugins, which has 298 GitHub stars. The repository holds 405 skills in this directory. The repository was last updated on June 19, 2026.
Source: wentorai/research-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.