Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Research paper search with real citations and reference formatting for AI assistants
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.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://papers-mcp.vercel.app/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http papers https://papers-mcp.vercel.app/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"papers": {
"url": "https://papers-mcp.vercel.app/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"papers": {
"type": "http",
"url": "https://papers-mcp.vercel.app/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://papers-mcp.vercel.app/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 LAHutchins91 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
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.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.1)은 29일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
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
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Papers by Ouroboros is a remote MCP server for students, researchers, writers, and clinicians who want an assistant to search and cite real papers. It is a lighter, independent alternative to Consensus, SciSpace, and Elicit.
The assistant can search OpenAlex, Semantic Scholar, PubMed, Crossref, and arXiv, open a paper by DOI, PMID, or arXiv id, see what cites a paper or what that paper cites, and format APA, MLA, Chicago, or BibTeX. Every result includes a source link and an identifier that came back from one of those APIs. If an API returns nothing, Papers returns nothing. It does not fill gaps with invented citations.
https://papers-mcp.vercel.app/mcp (live, Streamable HTTP, OAuth sign-in)io.github.LAHutchins91/papers (server.json points remotes[0].url at the hosted URL above)If you self-host, the MCP endpoint is https:// /mcp. Set APP_BASE_URL to that origin and change remotes[0].url in your copy of server.json.
Leave the client id and secret empty so the client can register itself.
Cursor, in ~/.cursor/mcp.json or a project .cursor/mcp.json:
{
"mcpServers": { "papers": { "url": "https://papers-mcp.vercel.app/mcp" } } }
Claude Code:
claude mcp add --transport http papers https://papers-mcp.vercel.app/mcp
Other clients: add the same URL and choose OAuth. The consent screen names the assistant and the papers scope. Tool discovery (initialize, tools/list, ping) does not require a token. Calling a tool does.
search_papers — question or keywords, with optional year range, field, open-access flag, and source (openalex, semantic_scholar, pubmed, crossref, arxiv, or all)get_paper — one record and its abstract, by DOI, PMID, arXiv id, or OpenAlex work idfind_related_papers — cited_by or references for that identifierformat_citation — apa, mla, chicago, or bibtex from the fetched metadataTitles are kept as the source wrote them. Author names are split from display names, so particles such as “van” can land in the wrong part and deserve a look before you publish the citation.
OAuth scope. One scope, papers. The consent screen names the assistant and that scope. It grants tool calls on this server only. It gives no access to any other account, file, or service.
Operations. All four tools are read-only lookups against public scholarly APIs (readOnlyHint: true, destructiveHint: false). There are no write or delete operations. Papers does not create, change, or remove anything on your behalf, outside the server, or in the scholarly sources.
Confirmations. Because nothing is written or deleted, no tool asks for a confirmation step. The only confirmations are the OAuth consent screen when you connect and Stripe Checkout when you start a trial.
Storage, retention, and privacy. Papers does not keep a log or history of queries. A search or identifier goes to the scholarly source that answers it and is not retained after the response. Papers stores a random account id (cookie 90 days, access token 1 hour, refresh token 30 days), single-use authorization code ids until they expire (5 minutes), and, after you start a trial, a subscription snapshot (account id, Stripe customer id, subscription id, status, period end, plan interval). Rate-limit counters are held in memory for about one to ten minutes. Connecting does not ask for your name or email. Export or deletion requests go to ouroborosplugins@gmail.com. Full policy: https://papers-mcp.vercel.app/privacy
Free limits. Tool discovery (initialize, tools/list, ping) is open. Tool calls need a 14-day trial started through Stripe Checkout, then a Pro subscription. Stripe shows the amount; this repository does not list one. Each client IP is limited to 300 MCP requests per minute. The upstream APIs also apply their own rate limits (see Rate limits below).
How it is used. A typical session: the user asks a research question, the assistant calls search_papers, opens one or two results with get_paper, follows find_related_papers to see what cites them, and finishes with format_citation in the style the user needs. Every record in the answer links back to the source that returned it.
Start a 14-day trial from the account page after you connect an assistant. Stripe Checkout is the only place an amount is shown. Monthly and yearly plans use the price ids you configure. Papers does not create Stripe products.
When STRIPE_SECRET_KEY, STRIPE_PRICE_MONTHLY, and STRIPE_PRICE_YEARLY are all set, tool calls require a Stripe subscription in trialing or active status. When they are not set, GET /health reports billingConfigured: false and an OAuth-signed caller can use the tools. Set the Stripe variables before you expose a deployment publicly.
Paper search is stateless. Subscription snapshots and used authorization-code ids share one store:
STORAGE_BACKEND | Behavior |
|---|---|
memory (default) | Process-local. Fine for tests and a single Node process. A second process can still accept a code this process already used. |
file | One JSON document at STORAGE_PATH (default data/accounts.json). For a single Docker host. |
blob | One private Vercel Blob at STORAGE_BLOB_PATH (default papers/accounts.json). Use this on Vercel so a code cannot be replayed across instances. Requires BLOB_READ_WRITE_TOKEN. |
The document is { accounts, usedCodes }. Each account is { userId, stripeCustomerId, subscriptionId, subscriptionStatus, currentPeriodEnd, plan, updatedAt }. usedCodes maps an authorization-code id to its expiry, in unix seconds. Expired ids are dropped on every write. An older file that is only a map of accounts is still read. There is no separate database schema. When billing is configured, Stripe is the source of truth: a cold process looks the customer up by metadata.papers_user_id if the snapshot is missing.
OAuth access tokens and client registrations are signed tokens, not rows. Set AUTH_SIGNING_SECRET in production so tokens survive a restart. On Vercel, set STORAGE_BACKEND=blob before the deployment is public.
| Variable | Required | Purpose |
|---|---|---|
APP_BASE_URL | Production | Public origin, no trailing slash. OAuth issuer and MCP audience. |
AUTH_SIGNING_SECRET | Production | HMAC secret for OAuth tokens and the account cookie. |
SCHOLARLY_CONTACT_EMAIL | Production | Mailto address in User-Agent and polite-pool parameters for OpenAlex, Crossref, and PubMed. Not shown on the public pages. |
REVIEWER_LOGIN_EMAIL | For store review | Email typed on Reviewer sign-in. See below. |
REVIEWER_LOGIN_PASSWORD_HASH | For store review | scrypt hash of the reviewer password. See below. |
COMP_ACCOUNT_EMAILS | For store review | Comma-separated emails with permanent complimentary access. |
COMP_ACCOUNT_IDS | No | Comma-separated account ids with permanent complimentary access. |
NCBI_API_KEY | No | Higher PubMed rate limit. |
SEMANTIC_SCHOLAR_API_KEY | No | Higher Semantic Scholar rate limit. Sent as x-api-key. |
STRIPE_SECRET_KEY | To charge | Stripe secret key. |
STRIPE_PRICE_MONTHLY | To charge | Existing monthly price id. |
STRIPE_PRICE_YEARLY | To charge | Existing yearly price id. |
STRIPE_WEBHOOK_SECRET | To charge | Webhook signature secret. Point Stripe at POST /billing/webhook. |
STORAGE_BACKEND | No | memory, file, or blob. |
STORAGE_PATH | No | JSON file used when the backend is file. |
STORAGE_BLOB_PATH | No | Blob pathname when the backend is blob. Defaults to papers/accounts.json. |
BLOB_READ_WRITE_TOKEN | With blob | Read-write token for the Vercel Blob store. The SDK reads this itself. |
PORT | No | Defaults to 43127. |
Do not commit secrets. Copy what you need into the host’s environment, not into the repo.
npm install
npm run dev
Open http://127.0.0.1:43127. Health is GET /health.
npm test
npm run typecheck
Tests call the public APIs that do not need keys. Stripe is not called. Semantic Scholar often answers 429 from shared IP space; the tool reports that rate limit and does not substitute a made-up paper.
Vercel: vercel.json builds api/index.ts and routes every path to that function, including logo.jpg in the function bundle. Repository files such as /package.json and /src/* are not served as static files. Set the environment variables above, set APP_BASE_URL to the deployment origin, set STORAGE_BACKEND=blob, and update server.json remotes[0].url to https:// /mcp. Create the Blob store in the Vercel project and leave its read-write token in BLOB_READ_WRITE_TOKEN. Stripe’s webhook endpoint is POST /billing/webhook.
Docker:
docker build -t papers-mcp .
docker run --rm -p 43127:43127 -e APP_BASE_URL=http://127.0.0.1:43127 -e AUTH_SIGNING_SECRET=replace-me -e SCHOLARLY_CONTACT_EMAIL=you@example.com papers-mcp
The container listens on 43127.
Requests are spaced per host: OpenAlex about 10/s, Crossref about 4/s, PubMed about 3/s without an NCBI key, Semantic Scholar about 1/s without a key, and arXiv at least 3 seconds between calls. A descriptive User-Agent is always sent. The contact email is included only when SCHOLARLY_CONTACT_EMAIL is set.
MIT. Copyright Lawrence Hutchins. See LICENSE.
Public support, privacy, export, and deletion: ouroborosplugins@gmail.com
/privacy/terms/supportThe public pages always show that mailbox. SCHOLARLY_CONTACT_EMAIL is sent only in scholarly API polite-use headers. It is not printed on the site. SUPPORT_EMAIL is not read.
server.json, glama.json, and .cursor-plugin/plugin.json have no contact-email field. The registry schema used by server.json does not define one.
Reviewers sign in on the OAuth consent screen with Reviewer sign-in. There is no separate sign-up, no second factor, and no card. Set these on the host (Vercel project → Settings → Environment Variables), for Production and for any Preview URL a reviewer will open. Do not commit the values.
| Variable | Format |
|---|---|
REVIEWER_LOGIN_EMAIL | One email address, the value the reviewer types. Lowercased when compared. |
REVIEWER_LOGIN_PASSWORD_HASH | One line: scrypt$16384$8$1$ $ . Salt is 16 bytes. Hash is 32 bytes. scrypt parameters are N=16384, r=8, p=1. |
COMP_ACCOUNT_EMAILS | Comma-separated emails. Include REVIEWER_LOGIN_EMAIL. Each email grants a permanent entitlement to the stable account id derived from it. |
COMP_ACCOUNT_IDS | Optional comma-separated account ids. Use the derived reviewer id, or an anonymous account id you want to comp. |
Login checks the email and password hash. The allowlist is what skips the trial and Stripe. Set COMP_ACCOUNT_EMAILS to the same address as REVIEWER_LOGIN_EMAIL, or put the derived id in COMP_ACCOUNT_IDS. A normal anonymous account is unchanged and still needs a trial when billing is configured.
Generate the hash (the password is an argument, not a file in the repo):
node --i앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요