Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Research paper search with real citations and reference formatting for AI assistants
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://papers-mcp.vercel.app/mcp在终端中运行这条命令
claude mcp add --transport http papers https://papers-mcp.vercel.app/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"papers": {
"url": "https://papers-mcp.vercel.app/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"papers": {
"type": "http",
"url": "https://papers-mcp.vercel.app/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://papers-mcp.vercel.app/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月8日
注册名称已通过 GitHub 账户 LAHutchins91 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.0.1)于30天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Context7, Codebase Memory, Exa
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
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.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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 --i只显示了开头部分;其余内容请在仓库中阅读