MCP Paper Finder (Walids35/mcp-paper-finder) is an MCP server listed on the M8ven Trust Index. It scores 54 out of 100, grade D. It declares 15 tools. No publisher has claimed this listing.

D
Caution
54/100

MCP Paper Finder

MCP server for searching, downloading, and reading academic papers from multiple sources such as arXiv, Google Scholar, and Elsevier.

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

Code Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

Walids35

Source: Glama

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: 1 critical, 8 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
🔐
You'll be asked for 2 credentials: ELSEVIER_API_KEY, ZENODO_API_TOKEN
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// tools this server exposes15 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.

arxiv_search

Search for academic papers on arXiv

download_arxiv_paper

Download a paper from arXiv by its ID

read_arxiv_paper

Read and extract text from a downloaded arXiv paper by its ID

elsevier_search

Search for academic papers on Elsevier

zenodo_search

Search for academic papers on Zenodo

download_zenodo_paper

Download a paper from Zenodo by its record ID

read_zenodo_paper

Read and extract text from a downloaded Zenodo paper by its record ID

biorxiv_search

Search for academic papers on bioRxiv

download_biorxiv_paper

Download a paper from bioRxiv by its DOI

read_biorxiv_paper

Read and extract text from a downloaded bioRxiv paper by its DOI

medrxiv_search

Search for academic papers on medRxiv

download_medrxiv_paper

Download a paper from medRxiv by its DOI

read_medrxiv_paper

Read and extract text from a downloaded medRxiv paper by its DOI

google_scholar_search

Search for academic papers on Google Scholar

crossref_search

Search for academic papers on Crossref

// known CVEs in dependencies1 critical8 high1 low

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

criticalxmldom@0.6.0GHSA-crh6-fp67-6883

xmldom allows multiple root nodes in a DOM

high@modelcontextprotocol/sdk@1.18.0GHSA-345p-7cg4-v4c7

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

high@modelcontextprotocol/sdk@1.18.0GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.18.0GHSA-w48q-cv73-mx4w

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

highxmldom@0.6.0GHSA-2v35-w6hq-6mfw

xmldom: Uncontrolled recursion in XML serialization leads to DoS

Depend on this server? Get alerted when its CVEs change.Watch this server free →
// 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.
🔐 secretELSEVIER_API_KEY"": "your API KEY", // OPTIONAL (in case you want to use elsevier provider)
configRESEARCHGATE_COOKIE"": "", // OPTIONAL (in case of 429 Too many requests error)
configSCIHUB_COOKIE"": "" // OPTIONAL (recommended to bypass DDOS Guard)
🔐 secretZENODO_API_TOKEN
// quality suggestions

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

15/15 tools missing one or more hints — arxiv_search (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); download_arxiv_paper (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); read_arxiv_paper (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +12 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.

Tool handlers catch errors

Only 0/15 tool handlers wrap calls in try/catch (0%)

Wrap each tool handler body in try/catch and return a structured error response.

Tool test coverage

Only 0/15 tools referenced in tests (0%)

Write tests that reference each tool by name so every tool has at least one test.

Production dependencies are patched

1 critical, 8 high severity in production deps — xmldom@0.6.0 (critical), @modelcontextprotocol/sdk@1.18.0 (high)

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

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 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Verified](https://m8ven.ai/badge/mcp/walids35/mcp-paper-finder?variant=verified)](https://m8ven.ai/mcp/walids35/mcp-paper-finder)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: c324e77cf0a5b55eb4b5458e191919306bff5c82
code hash: ddba57df8ce7b1cc0a500c09b72e07cf8d12ff9cb84c49b1e59af4c4308dc431
view raw JSON →
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