Open-source AWS misconfiguration scanner — runs with your own local AWS credentials, nothing sent to anyone else.
Project description
Plexavo
An open-source AWS misconfiguration scanner that reads your account with
your own local AWS credentials — nothing is ever handed to anyone else.
Run it yourself, the same way you'd run aws s3 ls, and get a 0-100
security score plus a plain-English report explaining exactly what's
wrong, what an attacker would actually do with it, and the exact command
to fix it.
Deterministic detection (pure Python/boto3, never AI) finds the misconfigurations. Claude only rewrites already-computed technical findings into a narrative a non-security founder can act on — it never decides what counts as a finding, and it's entirely optional (see Cost below).
What it checks
31 checks across 6 categories, all validated against real, live AWS
accounts (not just offline logic) unless a specific, stated limitation
made that impossible — see the individual docs/*-TEST-MATRIX.md files
for exactly which checks are fully verified and which have a documented,
structural reason they can't be (e.g. some checks can only prove their
"clean" case without disabling a real security control to test the "bad"
case).
| Category | Checks | What it catches |
|---|---|---|
IAM (iam.py, iam_hygiene.py) |
14 | Privilege escalation paths, wildcard admin, cross-account trust, root usage, dormant credentials |
Network (network.py) |
4 | Security groups and RDS instances exposed to the internet |
Storage (storage.py) |
3 | Public S3 buckets, via ACLs, bucket policies, or missing Block Public Access |
Encryption (encryption.py) |
3 | Unencrypted EBS volumes, RDS instances, S3 default encryption |
Logging (logging.py) |
4 | CloudTrail coverage/encryption, GuardDuty status |
Usage analysis (usage.py) |
2 (+1 skipped, duplicate of an IAM check) | Granted permissions never actually used, roles nobody has assumed in 90+ days — the hardest category, built last, uses real CloudTrail history |
Plus scoring.py (the 0-100 score) and plexavo/report/ai_narration.py
(the opt-in AI layer).
Quick start
pip install plexavo
(Or from source: git clone this repo, then pip install -e . from the
repo root.)
Run a scan with your own AWS credentials — no setup beyond what
aws configure already gave you:
plexavo scan --profile my-aws-profile --report-html report.html
No --profile? It uses your default profile / environment variables,
same resolution order as the AWS CLI. No AI, no API key, no cost — this
alone is a complete, genuinely useful scan.
Want plain-English explanations for each finding too:
export ANTHROPIC_API_KEY="sk-ant-..." # your own key, your own account
plexavo scan --profile my-aws-profile --explain --report-html report.html --report-pdf report.pdf
- Drop
--explainfor a fast, free scan with raw technical findings only. - Drop
--report-html/--report-pdfto just see the console table. --explain-limit N(default 25) caps how many findings get AI narration in one run, as a safety rail against unexpectedly large real scans.- No
ANTHROPIC_API_KEYset, or a call fails for any reason (invalid key, rate limit, network issue)? The scan and report are completely unaffected — you get raw finding detail instead of narration for that finding, not an error. See Cost.
Project structure
plexavo/
├── auth.py # local AWS credential resolution
├── principals.py # enumerates IAM users/roles + their policies
├── findings.py # Finding data model, Severity enum
├── scoring.py # 0-100 score from a list of Findings
├── cli.py # `plexavo scan ...` entry point
├── checks/
│ ├── iam.py # IAM-01 to IAM-06 (privilege escalation)
│ ├── iam_hygiene.py # IAM-07 to IAM-14 (hygiene, cross-account trust)
│ ├── network.py # NET-01 to NET-04
│ ├── storage.py # STOR-19 to STOR-21
│ ├── encryption.py # ENC-29 to ENC-31
│ ├── logging.py # LOG-22 to LOG-25
│ └── usage.py # USE-26, USE-27
└── report/
├── html_report.py # assembles findings into HTML via Jinja2
├── pdf.py # same data, rendered to PDF via fpdf2
├── ai_narration.py # opt-in Claude narration + the 10 free templates
├── fonts/ # bundled DejaVu Sans (PDF) + Geist (HTML) —
│ both self-hosted, zero external requests
└── templates/report.html.j2 # the HTML report template
examples/
└── quickstart-sandbox.tf # one cheap, deliberately-public S3 bucket —
try the scanner without pointing it at
real infrastructure on day one
tests/
└── test_*.py # one per module, no AWS calls, run anytime:
python tests/test_iam_offline.py, etc.
docs/
├── *-TEST-MATRIX.md # one per category — the actual grading
│ record: what's verified, how, and any
│ stated limitation. Start here if you
│ want to know how much to trust a
│ given check.
├── COMPARISON.md # honest, hands-on comparison against
│ Prowler, ScoutSuite, and PMapper
├── TECHNICAL-EXPLAINER.md # implementation decisions and why
└── HOW-IT-WORKS.md
Cost
Detection is free (pure Python/boto3), always, regardless of anything
else in this section. AI narration only runs with --explain, and even
then: 10 of the most common, narratively-generic finding types are
hand-written templates with zero API cost; only genuinely account-specific
findings call Claude, typically $0.01-0.02 per finding depending on answer
length. A full scan with --explain on a real account is usually well
under a dollar. This is your own ANTHROPIC_API_KEY, in your own
Anthropic account — this project never sees your key, never embeds one of
its own, and never calls the API on your behalf without you having set
one. Not "free AI" — bring your own key, and a scan with it enabled costs
a few cents.
Running the tests
pip install -e ".[dev]"
for f in tests/test_*.py; do python "$f"; done
Each is self-contained — fake AWS API responses, no real credentials or
network calls needed. See docs/TEST-MATRIX.md for how these map to
live-AWS verification.
Contributing
See CONTRIBUTING.md — in particular, the pattern for
adding a new check.
Security
Found a vulnerability in the tool itself (not a misconfiguration in your
own AWS account — that's the tool working correctly)? See
SECURITY.md for a private reporting path.
License
AGPL-3.0 — see LICENSE. You can use, run, and modify this
freely. If you run a modified version as a hosted service, you're
required to publish those modifications too. This is deliberate: it's
the specific protection against a well-resourced company taking this
code and standing up a competing hosted product without ever
contributing back.
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