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54yyyu/zotero-mcp

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. observed · 2026-08-28

github.com/54yyyu/zotero-mcp · homepage · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

87/100

  • Activity 99
  • Release rhythm 99
  • Longevity 37
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 7.0
  • age_days: 529
  • days_rel: 8
  • days_push: 9
  • n_releases_24m: 21

Full methodology

Adoption not part of the score

4796 stars · 381 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A Model Context Protocol (MCP) server that connects a Zotero research library to AI assistants like Claude, ChatGPT, Cursor, and Cherry Studio. It exposes tools for searching the library, retrieving full text and metadata, extracting PDF annotations, semantic vector search, and write operations like adding papers by DOI or URL.

Use cases

  • chat with my zotero library in claude
  • find papers about a topic in my research library
  • get ai summaries of papers in zotero
  • extract pdf annotations and highlights from zotero
  • export citations as bibtex through an ai assistant
  • add papers to zotero by doi with auto-fetched metadata
  • semantic search over my research papers
  • analyze citations and related work with an llm

When to choose

  • you use Zotero and want an AI assistant to search, summarize, or discuss your library
  • you need semantic/vector search across papers with local or cloud embedding models
  • you want to extract PDF annotations, notes, and full text into LLM workflows
  • you want write access from an AI client: adding papers by DOI/URL, managing collections and tags

When to avoid

  • you don't use Zotero or an MCP-compatible AI client
  • you need a standalone reference manager rather than an AI integration layer
  • you require remote access with full attachment support (Web API mode has limited attachment support)

Facets

service · maturity active

mcp search-engine rag pdf nlp artificial-intelligence large-language-models developer-tools education python cross-platform cli self-hosted zotero model-context-protocol claude chatgpt semantic-search research-library bibtex academic-writing pdf-annotations embeddings ai-agents search

4 sources

Member repositories

RepositoryRoleHealth v2
54yyyu/zotero-mcpmain87

For agents

markdown · JSON · MCP: product_card(name="54yyyu/zotero-mcp")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem