Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Full text of research papers by DOI, arXiv, PMC or OpenReview id, verified against the record
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.
UNPAYWALL_EMAIL, FULLTEXT_OUTPUT_DIR, WILEY_API_KEY, ELSEVIER_API_KEY, SPRINGER_API_KEY, SEMANTIC_SCHOLAR_API_KEY비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"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"
}
}
}
}터미널에서 이 명령어를 실행하세요
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-downloader실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"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"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"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"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
UNPAYWALL_EMAIL envFULLTEXT_OUTPUT_DIR env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 computron 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
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.
입력해야 할 값: WILEY_API_KEY, ELSEVIER_API_KEY, SPRINGER_API_KEY, SEMANTIC_SCHOLAR_API_KEY
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.2.4)은 39일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Python (uv)도 있어야 해요.
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.
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 |
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요