Is io.github.genecell/preprint-fulltext safe to use?

io.github.genecell/preprint-fulltext has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install io.github.genecell/preprint-fulltext?

io.github.genecell/preprint-fulltext supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can io.github.genecell/preprint-fulltext do?

io.github.genecell/preprint-fulltext provides 10 tools: Contents, Why, Features, Install, Python and 5 more. See the full tools list on the server page for descriptions and parameters.

What AI clients work with io.github.genecell/preprint-fulltext?

io.github.genecell/preprint-fulltext is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.

Is io.github.genecell/preprint-fulltext actively maintained?

io.github.genecell/preprint-fulltext is recently maintained — last commit was 38 days ago. It has 2 GitHub stars.

io.github.genecell/preprint-fulltext

preprint-fulltext

bioRxiv/medRxiv/arXiv preprint full text as structured sections for AI agents + search.

2 10 tools GitHub PyPI

No known CVEs

No license

Maintained

Last commit 38d ago

Works with most clients

Transport: stdio, sse, http

10 tools · ~342 tok

Grade A · 0.2% of 200K ctx

MCPpedia last refreshed this data 7h ago

Edit this pageView history

io.github.genecell/preprint-fulltext is an MCP server that bioRxiv/medRxiv/arXiv preprint full text as structured sections for AI agents + search. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 79/100 on MCPpedia's security, maintenance and efficiency rubric.

AI / ML Education

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "preprint-fulltext": {
      "env": {
        "CONTACT_EMAIL": "you@example.org"
      },
      "args": [
        "--from",
        "preprint-fulltext",
        "preprint-fulltext-mcp"
      ],
      "command": "uvx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-genecell-preprint-fulltext)](https://mcppedia.org/s/io-github-genecell-preprint-fulltext)

Read me

What io.github.genecell/preprint-fulltext does

Retrieve the full text of bioRxiv / medRxiv / arXiv preprints as clean, structured, embedding-ready data — from a CLI, a Python library, or an MCP server.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

uvx 'preprint-fulltext' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

79/100across 5 weighted dimensions

How we score →

0255075100

−21

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked preprint-fulltext against OSV.dev.

Inventory

Tools (10)

Click any tool to inspect its schema.

~342 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.genecell/preprint-fulltext safe to use?: io.github.genecell/preprint-fulltext has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.genecell/preprint-fulltext?: io.github.genecell/preprint-fulltext supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.github.genecell/preprint-fulltext do?: io.github.genecell/preprint-fulltext provides 10 tools: Contents, Why, Features, Install, Python and 5 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.genecell/preprint-fulltext?: io.github.genecell/preprint-fulltext is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is io.github.genecell/preprint-fulltext actively maintained?: io.github.genecell/preprint-fulltext is recently maintained — last commit was 38 days ago. It has 2 GitHub stars.

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Edit this pageView history

AI / ML Education

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "preprint-fulltext": {
      "env": {
        "CONTACT_EMAIL": "you@example.org"
      },
      "args": [
        "--from",
        "preprint-fulltext",
        "preprint-fulltext-mcp"
      ],
      "command": "uvx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-genecell-preprint-fulltext)](https://mcppedia.org/s/io-github-genecell-preprint-fulltext)

Read me

What io.github.genecell/preprint-fulltext does

Retrieve the full text of bioRxiv / medRxiv / arXiv preprints as clean, structured, embedding-ready data — from a CLI, a Python library, or an MCP server.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

uvx 'preprint-fulltext' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

README

preprint-fulltext

Retrieve the full text of bioRxiv / medRxiv / arXiv preprints as clean, structured, embedding-ready data — from a CLI, a Python library, or an MCP server.

preprint-fulltext turns a DOI (or a search) into structured sections (abstract / introduction / methods / results / discussion), a single JSON/Markdown document, or a chunked JSONL/Parquet corpus ready for embeddings and RAG. openRxiv text-and-data-mining (TDM) compliance is enforced structurally, not left to the user.

"Embedding-ready" means the output is clean, section-aware, token-bounded chunks — ready to feed to your embedding model. Computing embeddings is an optional last step you own; this tool does not bundle an embedding model.

Why · Who it's for · Full text for AI-driven science
Features · Install · Quickstart (CLI) · Typical workflows
Python library · MCP server (coding agents) · Data sources & routing
Configuration · Compliance · Development · Contact · License

Why

Preprint full text is scattered across incompatible channels: Europe PMC serves JATS XML for the open-access subset, the openRxiv S3 buckets hold the authoritative .meca corpus (requester-pays), OpenAlex is a catalog with n-gram-only full-text search, and the bioRxiv/medRxiv websites render HTML. preprint-fulltext unifies them behind one canonical data model and one shared JATS parser, so you get the same structured output no matter where a document came from.

Who it's for

ML / NLP researchers building embedding corpora or RAG systems over the preprint literature.
Bioinformaticians and labs who need a paper's methods/results as clean text for analysis, extraction, or LLM pipelines.
Coding agents (via the MCP server / SKILL.md) that need to pull a preprint's full text or search the literature mid-task.
Anyone who wants one preprint's sections from a DOI without hand-parsing JATS or scraping HTML.

Full text for AI-driven science

Language models and agents reason far more reliably over a paper's methods and results than over its abstract alone — most scientific claims, protocols, quantities, and caveats live in the body. preprint-fulltext gives Claude, Codex, and other agents that body as clean, section-labeled, provenance- and license-tagged text, which is the substrate for grounded scientific reasoning and deep research:

Literature deep-research — read across many papers' full text, not just abstracts.
Methods / protocol extraction — pull exact procedures, parameters, and datasets.
Claim verification — check a stated result against the actual Results section.
Reproducibility & meta-analysis — compare methods and numbers across studies.
RAG over your own corpus — section-aware, token-bounded chunks with citations.

Because every Section/Chunk carries its kind (m

... View full README on GitHub

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

79/100across 5 weighted dimensions

How we score →

0255075100

−21

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked preprint-fulltext against OSV.dev.

Inventory

Tools (10)

Click any tool to inspect its schema.

~342 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.genecell/preprint-fulltext safe to use?: io.github.genecell/preprint-fulltext has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.genecell/preprint-fulltext?: io.github.genecell/preprint-fulltext supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.github.genecell/preprint-fulltext do?: io.github.genecell/preprint-fulltext provides 10 tools: Contents, Why, Features, Install, Python and 5 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.genecell/preprint-fulltext?: io.github.genecell/preprint-fulltext is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is io.github.genecell/preprint-fulltext actively maintained?: io.github.genecell/preprint-fulltext is recently maintained — last commit was 38 days ago. It has 2 GitHub stars.

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MCP Security Weekly

Get CVE alerts and security updates for io.github.genecell/preprint-fulltext and similar servers.

Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?