Is the ZotSeek MCP server actively maintained?

The ZotSeek MCP server was last committed 1mo ago and has 2 contributors. Issue health: 85% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

ZotSeek MCP Server

Name: introfini/ZotSeek
Rating: 4.1 (1 reviews)
Author: introfini

introfini/ZotSeek

Score: 78.6 → 0% Rank #2275 Search & RAG

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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.

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

Overview

introfini/ZotSeek is a TypeScript MCP server. 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. Topics: academic, academic-research, ai, embeddings, local-ai, offline-first, papers, privacy-focused, research, semantic-search-ai, transformers, zotero, zotero-plugin, searching-algorithms, ai-agents, claude-code, llm, mcp, model-context-protocol, mcp-server.

Ranked #2275 out of 24846 indexed tools.

In the top 10% of all indexed tools.

Ecosystem

TypeScript No license

academicacademic-researchaiembeddingslocal-aioffline-firstpapersprivacy-focusedresearchsemantic-search-aitransformerszoterozotero-pluginsearching-algorithmsai-agentsclaude-codellmmcpmodel-context-protocolmcp-server

Score Breakdown

Stars 15% 225

225 stars → growing community

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 85%

45/53 issues closed → responsive maintainer

Contributors 10% 2

2 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 16

Description Good

License None

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

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Freshness high impact

Last commit was 34 days ago — a recent commit would boost your freshness score

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Markdown

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Details

Stars: 225
Forks: 16
Open Issues: 8
Closed Issues: 45
Contributors: 2
Dependents: —
Language: TypeScript
License: —
Last Commit: 1mo ago

Matched Queries

"mcp server""mcp-server"topic:mcptopic:mcp-servertopic:model-context-protocol

From the README

# ZotSeek | AI-Powered Semantic Search & MCP Server for Zotero

Find similar papers by **meaning**, not just keywords. 100% local, no data leaves your machine. Now with a built-in **MCP server** for AI agents.

> **Status:** ✅ Stable release · Zotero 8, 9 & 10 · Transformers.js running locally
>
> **New:** 🤖 **MCP server built in** — Claude Code, Codex, and any MCP client can search your library and cite papers with links that open straight to the matched PDF page. Fully local, read-only, opt-in. [Set it up in one line →](docs/MCP.md)
>
> **New from the same author:** 🔎 [**citefact**](https://github.com/hearthresearch/citefact) — audit your manuscript against your Zotero library: citations exist, quotes are verbatim, claims are supported.

---

## Features

- 🔒 **100% Local** - No data sent to cloud, works completely offline
- 🧠 **True Semantic Search** - Find papers by meaning, not just keywords
- 🤖 **AI Agent Access (MCP)** - Let Claude Code and other MCP clients search your lib

Read full README on GitHub →