Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Catch AI-fabricated citations (real DOI + fake title). Retraction, open-access, 10,000+ CSL styles.
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://scholar-sidekick.com/api/mcp打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"scholar-sidekick": {
"command": "npx",
"args": [
"-y",
"scholar-sidekick-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add --transport http scholar-sidekick https://scholar-sidekick.com/api/mcpclaude mcp add scholar-sidekick -- npx -y scholar-sidekick-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"scholar-sidekick": {
"url": "https://scholar-sidekick.com/api/mcp"
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"scholar-sidekick": {
"command": "npx",
"args": [
"-y",
"scholar-sidekick-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": {
"scholar-sidekick": {
"type": "http",
"url": "https://scholar-sidekick.com/api/mcp"
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"scholar-sidekick": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"scholar-sidekick-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://scholar-sidekick.com/api/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 mlava 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。
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(0.8.13)于23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
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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。
MCP server for Scholar Sidekick — catch AI-fabricated citations, one at a time or across a whole bibliography, from any AI assistant. It also checks retraction and open-access status, and resolves any scholarly identifier (DOI, PMID, PMCID, ISBN, arXiv, ISSN, NASA ADS bibcode, WHO IRIS URL) into 10,000+ CSL styles or nine export formats.
verifyCitation cross-checks a claimed citation against the resolved record at its identifier, detecting the dominant AI-driven fabrication pattern documented by Topaz et al. (Lancet 2026)00603-3) — real DOI + invented title — that simple identifier resolution cannot catch. Long-form explainer at scholar-sidekick.com/citation-integrity.auditBibliography runs that same check plus a retraction lookup across an entire reference list in one call, taking raw BibTeX, RIS, or CSL JSON and returning a per-entry verdict table with a corpus summary.checkRetraction surfaces retractions, corrections, and expressions of concern (Crossref / Retraction Watch); checkOpenAccess returns OA status and the best legal landing or PDF URL (Unpaywall). Both accept any identifier type and resolve it to a DOI under the hood.resolveIdentifier → formatCitation → exportCitation in one prompt for an end-to-end "raw IDs → exportable bibliography" pipeline.requestId, formatter, styleUsed, warnings) so the assistant can show users *which* engine produced each citation.ssk_ key for higher limits, or a RapidAPI key for paid/managed tiers.https://scholar-sidekick.com/api/mcp (Streamable HTTP, same 7 tools). See Hosted HTTP endpoint.| Tool | Description |
|---|---|
| verifyCitation | Verify a claimed citation against the resolved record at its identifier. Detects the Topaz et al. (Lancet 2026) fabrication pattern — real DOI + invented title — that resolveIdentifier alone cannot catch. Returns one of four verdicts (matched / mismatch / ambiguous / not_found) plus per-field similarity scores and the resolved record so the user can see where the cited title and the actual paper diverged. Optional Stage 3 LLM screen rescues informal-abbreviation false positives (paid plans / first-party authentication only). One citation per call. |
| auditBibliography | Run the verifyCitation check plus a retraction lookup across a *whole* bibliography in one call. Accepts raw BibTeX, RIS, or CSL-JSON text, or a pre-parsed claims[] array; returns a per-entry verdict table and a corpus summary. Capped at 25 entries per call. |
| resolveIdentifier | Resolve DOIs, PMIDs, PMCIDs, ISBNs, arXiv IDs, ISSNs, ADS bibcodes, and WHO IRIS URLs to structured bibliographic metadata (CSL JSON). Accepts a single identifier or a comma/newline-separated batch. |
| formatCitation | Format one or many identifiers into Vancouver, AMA, APA, IEEE, CSE, or any of 10,000+ CSL styles. Output as text, HTML, or JSON. Returns formatted citations plus a provenance metadata block. |
| exportCitation | Export one or many identifiers to BibTeX, RIS, CSL JSON, EndNote (XML/Refer), RefWorks, MEDLINE, Zotero RDF, CSV, or plain text — ready to write to disk or hand to a reference manager. |
| checkRetraction | Check whether a single work has been retracted, corrected, or had an expression of concern raised. Sourced from Crossref updated-by (Retraction Watch). Resolves DOI/PMID/PMCID/arXiv/ADS inputs to a DOI before lookup. One identifier per call. |
| checkOpenAccess | Check whether a single work is openly accessible and where to find the best legal version. Sourced from Unpaywall. Returns OA status (gold/green/hybrid/bronze/closed), best landing/PDF URL, license, and version. Resolves DOI/PMID/PMCID/arXiv/ISBN/ADS inputs to a DOI before lookup. One identifier per call. |
All seven tools are read-only (readOnlyHint: true, destructiveHint: false). The exact tools/list payload — descriptions, JSON Schemas, and annotations — is committed as tools.json and ships in the npm tarball, so you can review the full tool surface without running anything.
No key required. The server works anonymously against the public Scholar Sidekick API (https://scholar-sidekick.com) at a rate-limited free tier — just install and go. To raise your limits, create a free first-party ssk_ key at scholar-sidekick.com/account and set SCHOLAR_API_KEY. For paid/managed tiers, subscribe on RapidAPI and set RAPIDAPI_KEY (which routes calls through the RapidAPI gateway).
Prefer zero install? There's also a hosted HTTP endpoint at
https://scholar-sidekick.com/api/mcp(Streamable HTTP) — connect any HTTP-capable MCP
client directly, no
npxneeded. See Hosted HTTP endpoint
below. The stdio package documented here is the local-install alternative (and the path for
RapidAPI-keyed users).
Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows). No key, no env block:
{
"mcpServers": { "scholar-sidekick": { "command": "npx", "args": ["-y", "scholar-sidekick-mcp@latest"] } } }
Only if you want higher rate limits, add an env block with a free ssk_ key from scholar-sidekick.com/account:
"env": { "SCHOLAR_API_KEY": "ssk_your-first-party-key" }
# Anonymous (no key):
claude mcp add scholar-sidekick -- npx -y scholar-sidekick-mcp@latest
claude mcp add scholar-sidekick \ -e SCHOLAR_API_KEY=ssk_your-first-party-key \ -- npx -y scholar-sidekick-mcp@latest
This repo is also a Claude Code plugin marketplace. Installing the plugin wires up the MCP server *and* the companion agent skill together — no separate claude mcp add, no env block:
/plugin marketplace add mlava/scholar-sidekick-mcp
/plugin install scholar-sidekick@scholar-sidekick
The plugin runs the server anonymously (no key). For higher rate limits, add a free ssk_ key from scholar-sidekick.com/account via claude mcp add as shown above, or use the hosted endpoint below.
The grok-plugin/ folder is a Grok Build plugin: the hosted MCP server plus the same agent skill. No key, nothing runs locally:
grok plugin install scholar-sidekick --trust
Add to .cursor/mcp.json or .vscode/mcp.json. No key needed:
{
"mcpServers": { "scholar-sidekick": { "command": "npx", "args": ["-y", "scholar-sidekick-mcp@latest"] } } }
For higher rate limits, add "env": { "SCHOLAR_API_KEY": "ssk_your-first-party-key" }.
The server speaks MCP over stdio and needs outbound HTTPS to the Scholar Sidekick API and nothing else — no filesystem access, no shell. If your policy is that MCP servers don't get host access, build the image in this repo and run it isolated:
docker build -t scholar-sidekick-mcp .
{
"mcpServers": { "scholar-sidekick": { "command": "docker", "args": [ "run", "-i", "--rm", "--read-only", "--cap-drop", "ALL", "--security-opt", "no-new-privileges", "scholar-sidekick-mcp" ] } } }
-i is required — that's the stdio pipe. Add "-e", "SCHOLAR_API_KEY", to the args only if you are passing a key for higher limits. No image is published to a registry; build it locally so you're running a bundle you built from source you can read.
Install a companion Agent Skill that teaches Claude Code, Cline, and other agents when and how to use these tools — it complements the server config above:
npx skills add mlava/scholar-sidekick-mcp
Don't want to run a local stdio server? Scholar Sidekick is also a hosted Streamable HTTP MCP at https://scholar-sidekick.com/api/mcp — the same seven tools, no npx, no local process. It works anonymously (rate-limited free tier); add an Authorization: Bearer ssk_… header (a free key from scholar-sidekick.com/account) for higher limits.
Point any HTTP-capable MCP client at it:
{
"mcpServers": { "scholar-sidekick": { "type": "http", "url": "https://scholar-sidekick.com/api/mcp" } } }
In Claude Desktop, use Settings → Connectors → Add custom connector (or "Add HTTP server") and paste the URL. Add the bearer token in the client's header/auth field if you have one.
Discovery: /.well-known/mcp.json (SEP-1649 server card) lists this endpoint plus the no-auth ChatGPT Apps endpoint at /api/apps/mcp. The stdio package above remains the local-install alternative and the path for RapidAPI-keyed users.
| Variable | Required | Description |
|---|---|---|
SCHOLAR_API_KEY | No | Free first-party ssk_ key from scholar-sidekick.com/account; raises rate limits and enables the verifier's LLM screen. Sent as Authorization: Bearer. |
RAPIDAPI_KEY | No | RapidAPI subscription key for paid/managed tiers; when set, calls route through the RapidAPI gateway. |
RAPIDAPI_HOST | No | RapidAPI host (defaults to scholar-sidekick.p.rapidapi.com) |
SCHOLAR_SIDEKICK_URL | No | Override the API base URL (defaults to https://scholar-sidekick.com, or the RapidAPI gateway when RAPIDAPI_KEY is set). |
SCHOLAR_SIDEKICK_TIMEOUT_MS | No | Request timeout in milliseconds (default: 30000) |
No key at all → anonymous, rate-limited free tier. With both SCHOLAR_API_KEY and RAPIDAPI_KEY set, RapidAPI takes precedence.
Scholar Sidekick supports 10,000+ CSL styles, including all major formats used in academic publishing:
| Style | Keyword |
|---|---|
| Vancouver | vancouver |
| APA (7th ed.) | apa |
| AMA | ama |
| IEEE | ieee |
| CSE | cse |
|
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