Context7
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作者提供的说明(英文原文)
Full text of research papers by DOI, arXiv, PMC or OpenReview id, verified against the record
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。
UNPAYWALL_EMAIL, FULLTEXT_OUTPUT_DIR, WILEY_API_KEY, ELSEVIER_API_KEY, SPRINGER_API_KEY, SEMANTIC_SCHOLAR_API_KEY标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
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 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"fulltext-article-downloader": {
"command": "uvx",
"args": [
"fulltext-article-downloader"
],
"env": {
"UNPAYWALL_EMAIL": "your-value",
"FULLTEXT_OUTPUT_DIR": "your-value",
"WILEY_API_KEY": "your-value",
"ELSEVIER_API_KEY": "your-value",
"SPRINGER_API_KEY": "your-value",
"SEMANTIC_SCHOLAR_API_KEY": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add fulltext-article-downloader --env UNPAYWALL_EMAIL=your-value --env FULLTEXT_OUTPUT_DIR=your-value --env WILEY_API_KEY=your-value --env ELSEVIER_API_KEY=your-value --env SPRINGER_API_KEY=your-value --env SEMANTIC_SCHOLAR_API_KEY=your-value -- uvx fulltext-article-downloader运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"fulltext-article-downloader": {
"command": "uvx",
"args": [
"fulltext-article-downloader"
],
"env": {
"UNPAYWALL_EMAIL": "your-value",
"FULLTEXT_OUTPUT_DIR": "your-value",
"WILEY_API_KEY": "your-value",
"ELSEVIER_API_KEY": "your-value",
"SPRINGER_API_KEY": "your-value",
"SEMANTIC_SCHOLAR_API_KEY": "your-value"
}
}
}
}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": {
"fulltext-article-downloader": {
"type": "stdio",
"command": "uvx",
"args": [
"fulltext-article-downloader"
],
"env": {
"UNPAYWALL_EMAIL": "your-value",
"FULLTEXT_OUTPUT_DIR": "your-value",
"WILEY_API_KEY": "your-value",
"ELSEVIER_API_KEY": "your-value",
"SPRINGER_API_KEY": "your-value",
"SEMANTIC_SCHOLAR_API_KEY": "your-value"
}
}
}
}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。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
UNPAYWALL_EMAIL envFULLTEXT_OUTPUT_DIR env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。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
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7日
注册名称已通过 GitHub 账户 computron 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
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
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。
你需要填写:WILEY_API_KEY, ELSEVIER_API_KEY, SPRINGER_API_KEY, SEMANTIC_SCHOLAR_API_KEY
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.2.4)于39天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Python (uv)。
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
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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。
fulltext-article-downloader is a Python package for programmatically downloading the full text of research articles from a DOI, arXiv id, PubMed Central id or OpenReview id. It chains together publisher APIs, open-access indexes and repositories in a fallback sequence, checks that what came back is really the requested article, and can be used from Python, from the command line, or by an AI agent through an MCP server or a Claude Code skill.
Video tutorial: https://youtu.be/fTtc4QWMYzE
tqdm progress bar, and file logs that record which tool succeeded or why an identifier failed.fulltext-config script.fulltext-download CLI, fulltext-mcp server for any MCP client, and a Claude Code plugin with a ready-made skill.pip install fulltext-article-downloader
Optional extras enable additional routes and the MCP server:
| Extra | Adds |
|---|---|
mcp | the fulltext-mcp server (fastmcp) |
tls | a Chrome TLS fingerprint fallback for hosts that reject plain HTTPS clients (curl-cffi) |
springer | the Springer Nature open-access XML route (sprynger) |
preprints | bioRxiv/medRxiv downloads through paperscraper |
aps | the APS route that reuses your browser's login cookies (browser-cookie3) |
all | everything above |
tls and aps both work by making a request look more like your own browser than a script: tls matches Chrome's TLS fingerprint for hosts that turn away plain HTTPS clients, and aps reuses the APS session cookie you are already signed in with. Neither opens anything you are not licensed for, but both go a step beyond a plain API client, so they are worth checking against your institution's agreements before you enable them. A default install has neither; all includes them.
pip install "fulltext-article-downloader[mcp,tls]"
For development, clone the repository and run pip install -e ".[dev,all]". Make sure to configure your installation afterwards (see next section).
All credentials are optional; each one unlocks a route. Without keys, and off campus, expect open-access papers, preprints and DOE-funded manuscripts to work and most paywalled articles to fail.
| Service | Environment variable | Where to get the key |
|---|---|---|
| Unpaywall and Crossref contact email (your own address) | UNPAYWALL_EMAIL | (enter your email address) |
| Elsevier API | ELSEVIER_API_KEY | https://dev.elsevier.com |
| Wiley TDM API | WILEY_API_KEY | https://onlinelibrary.wiley.com/library-info/resources/text-and-datamining |
| Springer Open Access API | SPRINGER_API_KEY | https://dev.springernature.com |
| Semantic Scholar (optional; raises the rate limit and enables the title search that finds arXiv copies of papers whose DOI record has no PDF) | SEMANTIC_SCHOLAR_API_KEY | https://www.semanticscholar.org/product/api (free, approved by email in a few days) |
UNPAYWALL_EMAIL is sent only to Unpaywall and Crossref, which ask API users for a contact address; Crossref serves requests that carry one from its faster "polite" pool. Keys and the email stay on your machine.
Set these environment variables or run the interactive helper:
fulltext-config
The script stores keys in ~/.fulltext_keys, which are loaded automatically on import. If a required key is missing, the corresponding tool is skipped and the downloader falls back to other methods. Publisher keys return paywalled content only when the key or the network is entitled; the package detects truncated or abstract-only responses and moves on.
Any of these forms is accepted everywhere an identifier is expected:
10.1021/jacs.3c13302, https://doi.org/10.1021/jacs.3c13302, doi:10.1021/jacs.3c133022310.19377, arXiv:2310.19377, https://arxiv.org/abs/2310.19377, cond-mat/9712061, 10.48550/arXiv.2310.19377PMC6561843fNyXCCZ0g6fulltext-download <ID> [<ID> ...] [-o DIR] [--tools a,b,c] [--workers N] [--no-check] [--log-file FILE]
fulltext-download 10.1371/journal.pone.0171501 -o papers
fulltext-download 10.1021/jacs.3c13302 arXiv:1710.10324 PMC6561843 -o papers --workers 4
The command prints one JSON object per identifier and exits 0 only when every download succeeded:
[
{ "identifier": "10.1021/jacs.3c13302", "success": true, "path": "papers/10.1021_jacs.3c13302.pdf", "source": "osti", "note": "OSTI accepted manuscript, not the publisher's version of record", "error": null, "attempts": [], "supplements": [] } ]
The original form fulltext-download [ ] still works.
fetch returns the same structure the CLI prints; fetch_many downloads a list concurrently:
from fulltext_article_downloader import fetch, fetch_many
r = fetch("10.1371/journal.pone.0171501", "papers") if r["success"]: print(r["path"], r["source"], r["note"]) else: print(r["error"]) # every route tried, with its reason
rs = fetch_many(["10.1002/advs.201900808", "10.48550/arXiv.2207.03928"], "papers", workers=4)
The earlier functions are unchanged: download_article(doi, output_dir, ...) returns the path or raises, and bulk_download_articles(dois, output_dir, log_file=..., sleep=..., workers=...) returns a dict of paths or "ERROR: ..." strings with a progress bar.
Options shared by all of them: output_filename (single download), tools (a list of route names that overrides the publisher default), log_file (append a download log), and for fetch also check=False to skip verification and skip_existing=False to re-download a file that is already present.
fetch(..., supplements=True), fetch_many(..., supplements=True), fulltext-download --supplements and the MCP tools' supplements=true also fetch the article's supplementary files (supporting information, data tables, videos). They are separate files from separate places, so they are saved next to the article as _si1.pdf, _si2.xlsx, ... and listed in the result's supplements. Sources: the ChemRxiv and Elsevier APIs, Europe PMC's supplement bundle for PMC articles, and otherwise the article's landing page (Springer Nature, Wiley, bioRxiv, ACS, RSC, PLOS and others link them there; most publishers serve supplements without a subscription). Off by default because it costs one more request per article; a missing supplement never fails the download.
fulltext-mcp exposes two tools, get_paper(identifier, output_dir="", tools=None, supplements=False) and get_papers(identifiers, output_dir="", max_workers=4, supplements=False), returning the structure shown above. It needs the mcp extra and reads the same keys as the CLI. FULLTEXT_OUTPUT_DIR sets where files go when a call gives no output directory (default ./papers).
Claude Code:
claude mcp add fulltext-article-downloader -- uvx --from "fulltext-article-downloader[mcp]" fulltext-mcp
Any other MCP client, in its server configuration:
{
"mcpServers": { "fulltext-article-downloader": { "command": "uvx", "args": ["--from", "fulltext-article-downloader[mcp]", "fulltext-mcp"], "env": { "UNPAYWALL_EMAIL": "you@example.org", "FULLTEXT_OUTPUT_DIR": "/abs/path/papers" } } } }
uvx fetches the package from PyPI into an isolated environment on first use, so nothing needs to be installed beforehand. The server is also listed in the official MCP registry as io.github.computron/fulltext-article-downloader.
This repository is also a Claude Code plugin. It installs a skill that teaches Claude when and how to use fulltext-download, plus the MCP server above:
/plugin marketplace add computron/fulltext-article-downloader
/plugin install fulltext-article-downloader@fulltext-article-downloader
The skill alone (no MCP) is enough inside Claude Code: it runs the CLI and reads the JSON. The MCP server is for clients that cannot run shell commands, and for other agent frameworks.
Many articles are not open-access, and publishers explicitly restrict or discourage text and data mining. This example is expected to FAIL:
fulltext-download 10.1109/GROUP4.2007.4347715 -o papers
The error field lists every route tried and why it failed. A failure almost always means the article is paywalled with no open-access copy, or that a host blocked automated access.
If you see an error like Failed to load APS cookies, please make sure you are running Python using an application that has full disk access.
A file that starts with %PDF- is not proof of anything: open-access indexes occasionally map a DOI to an unrelated document, and a supporting-information file can carry the article's title. After every route the package extracts the first two pages and checks that the Crossref title is there, rejects files that open with a Supporting Information heading, and rejects Elsevier XML records that contain no body text. A rejected file is deleted and the next route is tried. --no-check / check=False turns this off.
The tool is composed of multiple sub-tools intended to support various publishers. The tool order depends on the publisher.
| Publisher / source | Default tool order |
|---|---|
| Elsevier | unpaywall → elsevier (PDF when entitled, else XML) → europepmc → osti → semantic |
| Springer / Nature | springerpdf (nature.com, SpringerLink) → unpaywall → europepmc → springeropen (XML) → osti → semantic |
| Wiley | wiley → unpaywall → europepmc → osti → semantic |
| APS | aps → unpaywall → crossref_tdm → europepmc → osti → semantic |
| ACS, RSC, AIP | unpaywall → europepmc → crossref_tdm → osti → semantic |
| PLOS | plos → unpaywall |
| eLife | elife → unpaywall |
| Cambridge | cambridge → unpaywall → europepmc → osti → semantic |
| arXiv | arxiv → unpaywall |
| ChemRxiv | chemrxiv → paperscraper → unpaywall |
| bioRxiv, medRxiv | biorxiv → unpaywall → paperscraper |
| MDPI | mdpi → unpaywall → europepmc → semantic |
| Zenodo | zenodo |
只显示了开头部分;其余内容请在仓库中阅读