Paper Preflight MCP Server
by amos689Pre-submission integrity gate for LaTeX papers: every reference verified against real scholarly records. No LLM guessing.
Paper Preflight is an open-source mcp server by amos689, written mainly in Python, with 142 GitHub stars and the MIT license. Its code was last updated Oct 15, 2026.
Scan summary: scanned Nov 5, 2026 at commit 287e407. Seen able to read environment and secrets, connect to the internet. Scan policy
ScannedScanned. The automated checks below ran on the commit shown. Read each line for what was and was not covered.
Full scan at
287e407 · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings. BuildsIt installed from a fresh machine.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Static code scanwarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Flagged. This check found an issue. See the findings below.Secrets scanfailFlagged. This check found an issue. See the findings below.
Flagged. This check found an issue. See the findings below.Dependency audit114 known vulnerabilitiesfailFlagged. This check found an issue. See the findings below.
Passed. This check ran and found nothing it flags.Manifestserver.jsonpassPassed. This check ran and found nothing it flags.
Passed. This check ran and found nothing it flags.BuildpassPassed. This check ran and found nothing it flags.
Flagged. This check found an issue. See the findings below.Boot & handshakefailFlagged. This check found an issue. See the findings below.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Network egresswarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Reproducible (×3)n/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Findings (23)
- highHigh. Something risky that needs a close look before you install.secrets issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pypdf@6.9.2: 50 known vulnerabilitiesPYSEC-2026-3004, PYSEC-2026-3006, PYSEC-2026-3007, PYSEC-2026-3009, PYSEC-2026-3010 +45 more
space/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.dnspython@2.8.0: 1 known vulnerabilityGHSA-45c3-73f7-pv4m
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.filelock@4.0.9: 13 known vulnerabilitiesGHSA-567q-5qvw-pf92, GHSA-6627-m3xw-93mp, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g, GHSA-9c4x-gm8v-wgc4 +8 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pypdf@6.19.0: 18 known vulnerabilitiesGHSA-39mj-jf6j-2qj3, GHSA-42gh-23hr-vphw, GHSA-4vqv-7265-gm2w, GHSA-5849-834g-hvw5, GHSA-5hx5-vpf9-5wcv +13 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.virtualenv@21.14.5: 12 known vulnerabilitiesGHSA-394h-qwmc-48pf, GHSA-43mp-35q3-x3fq, GHSA-494p-63j8-28p3, GHSA-558c-9hv2-4prj, GHSA-6w3r-xr62-4xcp +7 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Install contacted hosts other than package registriesreleases.astral.sh
- mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.MCP server didn't complete the protocol handshakeserver exited early with code 127
- lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key20 matches in this file
tests/fixtures/museum/fp-sonnenberg64.json:1 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key3 matches in this file
tests/test_bib_fix.py:49 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key2 matches in this file
tests/test_mcp_server.py:224 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
tests/test_verdict.py:94 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key72 matches in this file
tests/fixtures/museum/cases.toml:60 - lowLow. Minor, or common in normal tools. Shown for information.idna@3.9.0: 1 known vulnerabilityPYSEC-2026-215
space/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.fastmcp@4.0.10: 2 known vulnerabilitiesGHSA-7xgj-8392-5q4r, GHSA-vqqp-x5qm-5qp4
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.fastmcp-slim@4.0.10: 2 known vulnerabilitiesGHSA-7xgj-8392-5q4r, GHSA-vqqp-x5qm-5qp4
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.joserfc@1.7.5: 1 known vulnerabilityGHSA-9pg5-8c7x-5hfx
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.opentelemetry-api@1.45.0: 1 known vulnerabilityGHSA-xcq7-p3pf-p88h
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.setuptools@84.0.0: 1 known vulnerabilityGHSA-xmj3-9gf7-h52w
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.Reads environment variables not listed in the manifestPAPER_PREFLIGHT_CACHE_DIR, PAPER_PREFLIGHT_LANG, LANG, PAPER_PREFLIGHT_DEBUG
Network activity
During install
files.pythonhosted.orgpypi.orgreleases.astral.sh
While running
Not run — the code wasn't started in this scan
Automated result for the commit shown. See our scan policy. View the scan log
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Paper Preflight alternatives
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| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| Paper Preflight (this page) amos689 | 142 | MIT | Oct 15, 2026 | Scanned, no flagged issues |
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