Context7
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作者による説明(英語の原文)
Full text of research papers by DOI, arXiv, PMC or OpenReview id, verified against the record
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
UNPAYWALL_EMAIL, FULLTEXT_OUTPUT_DIR, WILEY_API_KEY, ELSEVIER_API_KEY, SPRINGER_API_KEY, SEMANTIC_SCHOLAR_API_KEY「秘密」と表示された値は、あなたのアカウントの鍵です。絶対に人に教えたり、チャットに貼り付けたりしないでください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"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"
}
}
}
}ターミナルでこれを実行します
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動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"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"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"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"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
UNPAYWALL_EMAIL envFULLTEXT_OUTPUT_DIR envこの設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月7日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント computron で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
入力が必要なもの:WILEY_API_KEY, ELSEVIER_API_KEY, SPRINGER_API_KEY, SEMANTIC_SCHOLAR_API_KEY
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(0.2.4)がレジストリに届いたのは39 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにPython (uv)も必要です。
同じカテゴリには:Context7, Codebase Memory, Exa
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
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作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
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 |
冒頭だけを表示しています。続きはリポジトリで読めます