Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Zotero MCP server: local-first search, library checks, and preview-first writes for AI agents.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
ZOTERO_API_KEY비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
링크는 제작자의 파일로 바로 연결돼요. 우리가 보관하거나 다시 패키징하지 않아요. 파일을 열면 Claude Desktop이 설치해요.
터미널에서 이 명령어를 실행하세요
실행하기 전에 빈 값을 채워 주세요.
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 8일 점검
레지스트리 이름이 GitHub 계정 OrgMentem 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: ZOTERO_API_KEY
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.32.0)은 3일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 MCPB도 있어야 해요.
같은 카테고리에는: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
The trust-and-automation layer for Zotero
Docs: Get started · Commands · MCP server · Safe writes · Workflows
zotio gives humans, scripts, and MCP agents local-first search and auditing, preview-first writes, and bounded, provenance-tagged context for Zotero libraries.
Fast proof: check a bundled library before trying zotio on your own data.
brew install orgmentem/tap/zotio # or grab a signed binary from Releases
zotio demo # bundled library: 34 classic papers, one genuinely retracted ZOTIO_DEMO=1 zotio --data-source local items retract-check # check every DOI against Retraction Watch data
KEY STATUS TYPE NOTICE DOI DATE SOURCE TITLE
WAKE2235 correction correction 10.1016/s0140-6736(04)15715-2 2004-03-06 retraction-watch Ileal-Lymphoid-Nodular Hyperplasia, Non-Speci... WAKE2235 retracted retraction 10.1016/s0140-6736(10)60175-4 2010-02-06 retraction-watch Ileal-Lymphoid-Nodular Hyperplasia, Non-Speci... FAIR222U correction addendum 10.1038/s41597-019-0009-6 2019-03-19 publisher The FAIR Guiding Principles for Scientific Da... Checked 21 DOI-bearing items; 3 update notices flagged; 2 DOI(s) not registered with CrossRef.
That is the bundled library catching the retracted Wakefield 1998 MMR paper, with no Zotero install and no API key (the check queries Crossref live). zotio demo --reset deletes and re-seeds the demo library, restoring it to its original state. To remove it, delete demo.db and its -wal and -shm siblings at the path the demo prints (db_path in JSON output).
Zotero itself red-flags a retracted item when you open it, from the same Retraction Watch data. zotio adds what the desktop app does not: corrections and expressions of concern, a report across a whole library that scripts can consume, and an exit code CI can fail on.
Point it at your real library:
zotio init # guided setup: detect Zotero, key, first sync, health check
zotio items retract-check # the same check, against your real library zotio library health --for citation --fail-on high # fit to cite? (exit 11 if not) zotio items bibcheck thesis.tex --fail-on-unknown # every \cite{} resolves? (exit 11 if not)
Zotero's GUI is great for reading and citing. It is painful the moment you need to *operate* on a library at scale: find every article missing a PDF, catch duplicate \cite{} keys before a submission, export a week of highlights, keep an Obsidian vault in sync, or hand an AI agent trustworthy context. Existing CLIs and pyzotero give you raw API access — then you write the glue, and you own the risk.
zotio provides that glue with these properties:
zotio at your running desktop app for keyless reads, or use a synced mirror offline. Web-only reads such as every items bibliography format need a Web API key.zotio never calls an LLM; it assembles and budgets the context, then hands it to the model.It is the tool you reach for when the GUI gets too manual: find the problems that bite downstream, fix them safely, ingest with review, and give agents a surface they can trust.
Most reads stay on your machine; Web-only reads such as items bibliography need a Web API key. Writes split by intent: creating a new item (with its attachments/PDFs) prefers the local desktop connector (localhost:23119, no key — the same channel the browser "Save to Zotero" button uses), while field edits, deletes, enrichment, tag ops, moves, and `collections` create/update route to the Zotero Web API and need a configured key. items new always needs a key to fetch its Web-only template, even on the connector route. The connector path is a preference: --via auto uses it only on a personal library with the desktop running, and falls back to the Web API otherwise (group libraries always go to the cloud). For attachments add on an existing item, --via connector is an explicit desktop route that still needs a Web API key to move the file to its target. Writes are preview-first; item update reads its version from the Web write target at apply time. Supported applied changes update an existing local mirror so a follow-up read can see them without another sync.
| Plane | Backend | Needs a key? |
|---|---|---|
| Read | Local Zotero API (localhost:23119) + synced SQLite mirror; Web API for Web-only reads such as items bibliography | No, except Web-only reads |
| Write — new item | Local desktop connector (localhost:23119) when personal + desktop up; else Web API. New items, attachments, PDFs. | No on the connector path, except items new, which always needs a Web API key for its template |
| Write — other items and vault notes | Zotero Web API (api.zotero.org) — edits, deletes, enrich, tags, moves, collections create/update, vault write-back | Yes — configured once |
| External | CrossRef · OpenAlex · Semantic Scholar · Unpaywall · OpenCitations | No (feeds enrich/import) |
| Local-only | Files, desktop launch, vault file sync, introspection | No |
Run zotio doctor any time to see connectivity, cache freshness, and a writes: line telling you whether write-back is available or read-only.
library healthOne command that answers a real question — *"is this library fit for the next thing I'm going to do with it?"* — in place of six separate audits.
library health composes the checks that already exist (citekey conflicts, duplicates, missing metadata, tag drift, broken attachments) into one ranked, finding-typed report. You pick what "ready" means with --for:
--for | Prepares for | Checks |
|---|---|---|
quick *(default)* | anything obviously broken | citekey conflicts, duplicates, broken attachments |
citation | a manuscript bibliography | missing/duplicate citekeys, citation-core fields, duplicates |
systematic-review | a PRISMA screening corpus | duplicates, missing abstracts, missing full-text PDFs, broken attachment files (with --verify-files and a reachable desktop) |
vault | a trustworthy Obsidian/PKM vault sync | missing/duplicate citekeys (note filenames), citation-core fields |
all | a full sweep | every registered check |
$ zotio library health --for quick
Health: needs attention Scope: library · 846 top-level items (2103 mirrored rows) · source local · synced 1d ago · preset quick
High (13) [duplicate_candidates] doi="10.1002/bdm.2118" (2 items) [duplicate_candidates] title="Social psychology" (3 items) ... 11 more
Skipped (precondition unmet) broken_attachment_file — live check (needs Zotero desktop running); off by default. Fix: zotio library health --for quick --verify-files
Remediation plan (preview-first) duplicate_candidates — zotio items duplicates resolve --doi (preview first; add --yes after review)
Three properties make it suitable for gating:
--fail-on critical|high|info|any|none exits `11` when the bar isn't met — drop it in a pre-submission hook. --require-fresh 24h exits `12` if your local mirror is stale.recommended_action naming the exact existing command (items enrich, items duplicates resolve, tags audit fix). library health reports problems; the named commands fix them.--badge renders any health run as a shields.io endpoint JSON artifact — healthy green, findings yellow, gate-failure red, setup required orange:
# .github/workflows/bibliography.yml (excerpt)
Your thesis or review repo gets a live bibliography | healthy badge — and a failing build the moment a citekey conflict or duplicate slips in. Add --check-retractions to extend the gate to retracted papers (Crossref's Retraction Watch data), and gate the manuscript itself with zotio items bibcheck paper.tex --fail-on-unknown. The zotio-action packages this — install, sync, gate, and diff against a baseline so it fails only on *new* problems (guide).
See it running for real: zotio's own docs deploy publishes a live badge off the maintainer's real Zotero library (workflow, guide).
Mutation-envelope writes — items enrich, tags audit fix, items duplicates resolve, `items preprint-c
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요