Context7
Up-to-date docs for AI agents
Descripción del creador (original en inglés)
Full text of research papers by DOI, arXiv, PMC or OpenReview id, verified against the record
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
UNPAYWALL_EMAIL, FULLTEXT_OUTPUT_DIR, WILEY_API_KEY, ELSEVIER_API_KEY, SPRINGER_API_KEY, SEMANTIC_SCHOLAR_API_KEYLos valores marcados como secretos son llaves de tu cuenta. Nunca los compartas ni los pegues en un chat.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en 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"
}
}
}
}Ejecuta esto en tu terminal
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-downloaderCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.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"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"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"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
UNPAYWALL_EMAIL envFULLTEXT_OUTPUT_DIR envEsta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 7 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub computron, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
Debes completar: WILEY_API_KEY, ELSEVIER_API_KEY, SPRINGER_API_KEY, SEMANTIC_SCHOLAR_API_KEY
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (0.2.4) llegó al registro hace 39 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Python (uv) en tu computadora.
En la misma categoría: Context7, Codebase Memory, Exa
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
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 |
Solo se muestra el principio; lee el resto en el repo