Skills/PyPI/paperstack-mcp

paperstack-mcp@0.1.9

VERIFIED· not started

Publisher claims: "Model Context Protocol server for arXiv PDF retrieval and LLM context generation." Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry PyPI (MCP server)Publisher aldrin-joan · publishing for 238 daysInstalls 77Last detonated 2 h ago
$claude mcp add paperstack-mcp -- uvx paperstack-mcp
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Coverage

Not started: dependency install failed; the server itself was not observed.
Tested
the dependency install step · every file read, file written and host contacted by what ran
Not tested
server startup · the tool list · tool behavior

What this means for the label: Verified here covers what ran. The server's tools were not exercised with a real credential, so nothing about their behavior is asserted; the credential summary below says what to do with that.

Before you give it your token

It will ask for
CHUNK_OVERLAP_TOKENSCHUNK_SIZE_TOKENSGITHUB_TOKENS2_API_KEYConfiguration, not credentials: ARXIV_CACHE_DB, ARXIV_DB_PATH, ARXIV_DOWNLOAD_DIR, ARXIV_KEEP_PDFS, ARXIV_MAX_CONCURRENT_DOWNLOADS, ARXIV_MAX_CONCURRENT_PARSERS, ARXIV_MAX_RESULTS, ARXIV_PDF_MAX_PAGES, ARXIV_PDF_MAX_SIZE_MB, ARXIV_RATE_LIMIT_DELAY, CITATION_CACHE_TTL, CONTRIBUTION_CACHE_TTL, DIFF_CACHE_TTL, EMBEDDING_MODEL, GITHUB_MAX_FILE_SIZE_KB, GITHUB_MAX_FILES, HTTP_TIMEOUT, LINK_CACHE_TTL, MAX_RETRIES, OLLAMA_BASE_URL, OLLAMA_MODEL, REPRO_CACHE_TTL, SEMANTIC_INDEX_DIR
Where it talks to
no vendor host named in the codeAlso arxiv.org, githubusercontent.com, paperswithcode.com, semanticscholar.org — not the publisher's domain; check what for before connecting.
What the honeypot saw
no credential files read · no network
What we could not test
server startup · the tool list · tool behavior

Connect it with a scoped credential, under the guard, and read the third-party hosts first. The code names arxiv.org, githubusercontent.com, paperswithcode.com, semanticscholar.org as well as its own vendor. The guard injects CHUNK_OVERLAP_TOKENS, CHUNK_SIZE_TOKENS, GITHUB_TOKEN, S2_API_KEY only into requests to the host you bind (and its subdomains) and refuses the rest.

$vet-skills run --net declared -- uvx paperstack-mcp

Never paste a credential into a chat, a ticket or a report, including ours. How the guard holds it.

Is [email protected] safe to install?

KillerSkills ran it in the KillerSkills honeypot sandbox (2 scenarios; not started: dependency install failed; the server itself was not observed) on 2026-11-14 and scored it 95/100 (Verified). In what ran, nothing we could detect went wrong: no undeclared network egress, no credential reads, no persistent instruction writes. What it does with a real credential was not observed; the static findings and the publisher carry the rest of the score. Summary: no network, touches nothing outside the project, writes no memory.

Behavior trace

Honeypot run · 0 s · 2 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
0.1sprocessdependency install exit 1 ·
0.1sclaimednot started: dependency install failed (exit 1); the server itself was not observed
0.2sprocessscript backend runs setup only
0.2sprocessno install scripts to re-run

Static findings

No findings across 7,885 lines in 55 files.

Cost to the agent

Instructions loaded
≈58 tok
1 file · 55 in bundle
Tool list per prompt
≈0 tok
0 tools · 0 per tool
Handshake
no reply
launch to tools/list, stdio
Undocumented tools
0
description under 20 chars · avg 0

Tokens estimated at four characters each. The tool list is re-read by the agent on every turn, so it is the number to compare between servers that do the same job: ranked across the index.

Known vulnerabilities

No advisories in OSV for paperstack-mcp@0.1.9 as of 2 h ago. This is the package itself, not its dependencies.

paperstack-mcp@0.1.9 safety verdict: Verified (not started) — KillerSkills