PubMed Research (aringadre76/mcp-for-research) is an MCP server listed on the M8ven Trust Index. It scores 58 out of 100, grade D. It declares 5 tools. No publisher has claimed this listing.

D
Caution
58/100

PubMed Research

Integrates with PubMed's biomedical literature database to search academic papers, retrieve detailed metadata and abstracts, generate formatted citations in multiple styles, and track citation metrics for research and literature review workflows.

aringadre76/mcp-for-research· npm: scholarly-research-mcp· 2.3K installs· listed on pulsemcp

Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

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Who stands behind it

aringadre76

Source: PulseMCP

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

Install from

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
⚠️
Known vulnerabilities in dependencies: 15 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 2 credentials: FIRECRAWL_API_KEY, PUBMED_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// tools this server exposes5 tools

These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.

research_search

Search PubMed, Google Scholar, and ArXiv. This tool passes overrideSources so the sources you list are queried even when a source is disabled in saved preferences. Date filters: startDate is passed to PubMed mindate as given (prefer YYYY/MM/DD). endDate supplies the publication year for ArXiv and Go

paper_analysis

Retrieve metadata and optional full text for one paper. Identifiers: PMID (digits), PMCID (PMC plus digits), DOI (10.... or doi:...), ArXiv (YYYY.NNNNN, arxiv:..., or legacy category/number with slash). basic returns metadata and abstract only. full-text loads PubMed PMC text when available, splits

citation_manager

Build citations and optional PubMed citation counts. Identifiers match paper_analysis. generate and all require format (apa, mla, bibtex, ris, endnote). Each format uses distinct punctuation and fields. count queries NCBI for linkouts when a PMID exists. all runs formatted output plus the count. Rel

research_preferences

Read or update persisted preferences on disk under ~/.mcp-scholarly-research/preferences.json. Source list supports pubmed, google-scholar, arxiv only (no JSTOR adapter). cache.enabled and ttlMinutes back an in-memory bounded cache used by research_search through PreferenceAwareUnifiedSearchAdapter.

web_research

Requires FIRECRAWL_API_KEY. Only scrape (GET-like markdown for one URL) and search (Firecrawl web search with optional per-result scrape options) are implemented. The bundled client POSTs to Firecrawl v2 /scrape and /search; unsupported parameters from older docs are omitted here so models are not m

// known CVEs in dependencies15 high5 medium10 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@1.17.3GHSA-345p-7cg4-v4c7

@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse

high@modelcontextprotocol/sdk@1.17.3GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.17.3GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

highaxios@1.11.0GHSA-35jp-ww65-95wh

axios Vulnerable to Full Man-in-the-Middle via Prototype Pollution Gadget in `config.proxy`

highaxios@1.11.0GHSA-3g43-6gmg-66jw

axios Vulnerable to Credential Theft and Response Hijacking via Prototype Pollution Gadget in Config Merge

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// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configCHROME_PATH
🔐 secretFIRECRAWL_API_KEYFirecrawl-backed scrape (single URL) and search (open web). Requires .
🔐 secretPUBMED_API_KEY
configPUPPETEER_EXECUTABLE_PATHA: These features need a local Chrome or Chromium binary. Install Google Chrome, or set =/path/to/chrome. PubMed, ArXiv API search, and Firecrawl features work without a browser.
// quality suggestions

Dependencies

7 runtime dependencies (7 dev), 1 flagged: puppeteer-core

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

5/5 tools missing one or more hints — research_search (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); paper_analysis (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); citation_manager (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +2 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Shell command execution

1 call in production code run through a shell (src/utils/find-chrome.ts:52)

Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.

Production dependencies are patched

0 critical, 15 high severity in production deps — @modelcontextprotocol/sdk@1.17.3 (high), @modelcontextprotocol/sdk@1.17.3 (high)

Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.

Dependency freshness

1/7 production deps stale: xml2js@2024-05-31 (2.3y)

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
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commit: ef88bce06931512cb4aa4a63739c53b2b0db1e56
code hash: f9b975fc01fb62d2c1ec0f91202ef2f8414188b2cac9d7e5ccc4deb3ade24125
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