Llama Guard

Set of tools to assess and improve LLM security.

Security & Guardrails Python Listed NOASSERTION

Is Llama Guard safe? Thin or incomplete trust evidence. Review carefully before production use.

OSSF Scorecard 5.9 / 10
Provenance None
Signed commits 1%
Last push 10d ago
Compare Llama Guard

How does it stack up against its Security & Guardrails neighbours?

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In detail: Llama Guard scores 53.1/100 (Grade C), ranked #860 of 1371 tracked open-source AI agent projects, on evidence coverage B (3 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 5.9/10; 1% of recent commits are signed; last pushed 2026-09-29. Every point is earned from checkable signals — never paid placement. How scoring works →

How Llama Guard could raise its score

Each line changes one public signal and recomputes with the live scoring function. The gains don't add up exactly, because the score is capped near the top.

Chain of custody

Scanners check what the code says. This traces who ships Llama Guard and whether that has changed: from the source repository, through how changes are reviewed and released, to the code you run. These are the checks for OWASP ASI04 Agentic Supply Chain Vulnerabilities.

  1. Source Partly signed

    github.com/meta-llama/PurpleLlama, NOASSERTION, last pushed 2026-09-29. 1% of the last 100 commits carry a verified signature; the rest can't be tied to a verified identity.

  2. Review and release Mixed

    OpenSSF Scorecard rates the repository's practices 5.9/10 (scanned Oct 9, 2026). The checks that decide who can get a change released:

    • Code Review10
    • Branch Protection3
    • Signed Releasesn/a
    • Dangerous Workflow10
    • Token Permissions0
    • Pinned Dependencies2
    All 14 Scorecard checks
    Binary-Artifacts 10
    Branch-Protection 3
    CII-Best-Practices 0
    Code-Review 10
    Dangerous-Workflow 10
    Fuzzing 10
    License 9
    Maintained 10
    Packaging -1
    Pinned-Dependencies 2
    SAST 0
    Security-Policy 0
    Signed-Releases -1
    Token-Permissions 0
  3. Published packages None

    No registry package. Llama Guard is used from its repository, so what you run is whatever you check out: pin a release tag or commit.

Changes to this chain

No change to package provenance, package source links, Scorecard coverage or license in HVTracker's daily snapshots of Llama Guard.

Evidence behind this score

Coverage B: 3 of 5 independent evidence types found.

  • GitHub repository data
  • Package downloads (missing)
  • Supply-chain checks
  • Public actions (missing)
  • Community mentions

Verify this score yourself

Every build re-issues Llama Guard’s score as an Ed25519-signed credential, valid for 7 days. You can check it offline against HVTracker’s published key; if anyone changes a number after signing, verification fails.

What this score doesn’t check

It covers who ships the code, not what the code does. It doesn’t read tool descriptions or prompts for injected instructions, watch runtime behaviour, or find bugs nobody has disclosed yet. For that, run a content scanner before you connect it, such as Cisco MCP Scanner or Snyk Agent Scan.

How Llama Guard compares in Security & Guardrails

  1. #14 LLM Guard 53.6 +0.5
  2. #15 Cybermes 53.5 +0.4
  3. #16 Llama Guard 53.1 this agent
  4. #17 pentest-ai 52.2 −0.9
  5. #18 Agentic Security 51.9 −1.2

Bars show each HVTrust score; the tick marks Llama Guard’s 53.1.

Where the 53.1 comes from

HVTrust dimensions vs the Security & Guardrails average

53.1 / 100 · 100.0% confidence

Llama Guard Security & Guardrails average (26 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
7.4 / 25
1.6 below avg 9.0
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
1.1 below avg 11.9
Transparency50% declared license · 50% OSSF Scorecard
13.5 / 17
2.6 above avg 10.9
Maintenance60% last-push freshness · 40% commit activity
13.2 / 20
0.6 above avg 12.6
AdoptionLog-scaled stars · package downloads
8.7 / 20
in line with avg 8.7

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-10-08
Rank Moved
Rank rose 27 spots (#885 → #858)
2026-09-30
Grade Changed
Trust grade D → C
2026-09-30
Rank Moved
Rank rose 93 spots (#974 → #881)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 5.9/10. Tighten the weakest checks to improve public safety evidence.
Publish provenance Add package provenance or release attestations so users can verify where shipped artifacts came from.
Increase signed commits Raise the share of verified-signed commits to make maintainer identity and release history easier to trust.
65.1
Activity sub-score · out of 100
#16

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade C reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage B is separate — it grades how many independent signal types back the score (3 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-10-09 08:15 UTC · Repo last pushed 10 days ago

Rank Trend

2026-09-29 2026-10-09

Activity & Reach

Stars
4.4k
Forks
778
Last Push
2026-09-29
10 days ago
Commits (4 wk)
2
Downloads (7d)
—
HN mentions (30d)
1
Open Issues
41
Rank Change
▼2
was #858

Analysis

Activity Inputs

65.1 / 100
StarsRepository reach
21.9 / 30
FreshnessLast push recency
23.6 / 25
ActivityRecent commits
6.0 / 25
CommunityFork signal
13.4 / 20

Common questions about Llama Guard

Public trust evidence for Llama Guard is thin: several supply-chain signals are missing or weak. This does not mean the project is unsafe — it means an outside observer cannot easily verify the usual integrity checks. Treat with extra scrutiny.
Does Llama Guard publish package provenance?
No published build provenance is currently detected for Llama Guard. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does Llama Guard have an OpenSSF Scorecard?
Llama Guard has an OpenSSF Scorecard score of 5.9/10. The Scorecard checks for branch protection, signed releases, dependency updates, fuzzing, code review, and other supply-chain hygiene items. See the full check breakdown on this page.
Is Llama Guard actively maintained?
Maintained. Last push was 10 days ago.
What license does Llama Guard use?
Llama Guard ships under NOASSERTION. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Llama Guard's commits signed?
1% of the last 100 commits to Llama Guard are verified-signed (GPG, SSH, S/MIME, or GitHub's signing flow). Signed commits help confirm that code was authored by who the commit claims.

Not a safety endorsement. HVTracker describes what public signals show, not whether a project is safe for your use case. Run your own security review before adopting in production.

AI agent surface

MCP, providers, tool surface
Scored in HVTrust

These runtime-trust fields — detected from public repo docs and manifests — contribute a bounded adjustment to this project's HVTrust score alongside supply-chain evidence. The exact values each field can add or subtract are documented in the methodology → Compare this surface across every listed agent in the capability matrix →

MCP Server Support
None detected
No MCP server signal detected.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
2 detected
Public provider/service dependencies detected.
Credential signal: No explicit API-key/config marker detected.
Tool / Plugin Surface
None detected
No clear plugin system or broad tool surface detected.
Detailed evidence is not shown in the public view.
Package Provenance Drift
N/A
No package source configured
Detailed evidence is not shown in the public view.
  • MCP signal live
  • External deps live
  • Tool / plugin surface live
  • Package provenance drift live

Maintain Llama Guard?

For maintainers

HVTrust scores Llama Guard from public signals only — we never contact maintainers first. If a signal is wrong, stale, or missing (provenance you publish, a Scorecard you run, signed releases), tell us and we'll review it. Corrections are public and tracked on GitHub.

Reputation Timeline

Signal history
Rank 34Score 2Grade 2HVTrust 1
2026-10-08
Rank Moved
Rank rose 27 spots (#885 → #858)
2026-09-30
Grade Changed
Trust grade D → C
2026-09-30
Rank Moved
Rank rose 93 spots (#974 → #881)
2026-09-30
HVTrust Changed
HVTrust up 3.7pts (48.7 → 52.4)
2026-09-30
Activity Score Changed
Activity score up 12pts (54 → 66)
2026-09-23
Rank Moved
Rank dropped 586 spots (#366 → #952)
2026-09-22
Rank Moved
Rank dropped 38 spots (#328 → #366)
2026-09-21
Rank Moved
Rank rose 615 spots (#943 → #328)
2026-09-20
Rank Moved
Rank dropped 12 spots (#931 → #943)
2026-09-17
Grade Changed
Trust grade C → D
2026-09-17
Rank Moved
Rank dropped 68 spots (#865 → #933)
2026-09-17
Activity Score Changed
Activity score down 8pts (64 → 56)
2026-09-13
Rank Moved
Rank dropped 12 spots (#839 → #851)
2026-09-11
Rank Moved
Rank dropped 19 spots (#812 → #831)
2026-09-09
Rank Moved
Rank dropped 11 spots (#803 → #814)
2026-09-08
Rank Moved
Rank dropped 12 spots (#791 → #803)
2026-09-07
Rank Moved
Rank dropped 35 spots (#756 → #791)
2026-09-06
Rank Moved
Rank dropped 13 spots (#743 → #756)
2026-09-05
Rank Moved
Rank dropped 92 spots (#651 → #743)
2026-09-04
Rank Moved
Rank dropped 25 spots (#626 → #651)
2026-09-03
Rank Moved
Rank rose 16 spots (#642 → #626)
2026-09-02
Rank Moved
Rank dropped 34 spots (#608 → #642)
2026-09-01
Rank Moved
Rank dropped 17 spots (#591 → #608)
2026-08-31
Rank Moved
Rank dropped 34 spots (#557 → #591)
2026-08-29
Rank Moved
Rank dropped 28 spots (#524 → #552)
2026-08-28
Rank Moved
Rank dropped 10 spots (#514 → #524)
2026-08-27
Rank Moved
Rank dropped 13 spots (#501 → #514)
2026-08-26
Rank Moved
Rank dropped 59 spots (#442 → #501)
2026-08-24
Rank Moved
Rank dropped 17 spots (#423 → #440)
2026-08-22
Rank Moved
Rank rose 18 spots (#443 → #425)
2026-08-17
Rank Moved
Rank rose 10 spots (#443 → #433)
2026-08-16
Rank Moved
Rank dropped 10 spots (#433 → #443)
2026-08-13
Rank Moved
Rank dropped 14 spots (#421 → #435)
2026-08-12
Rank Moved
Rank rose 13 spots (#434 → #421)
2026-08-10
Rank Moved
Rank dropped 18 spots (#416 → #434)
2026-08-08
Rank Moved
Rank dropped 104 spots (#311 → #415)
2026-07-15
Rank Moved
Rank dropped 20 spots (#272 → #292)
2026-07-14
Rank Moved
Rank dropped 14 spots (#258 → #272)
2026-07-13
Rank Moved
Rank dropped 31 spots (#227 → #258)

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 53.1 Grade C
Markdown:
[![HVTrust](https://hvtracker.net/badge/llama-guard.svg)](https://hvtracker.net/agents/llama-guard)
HTML:
<a href="https://hvtracker.net/agents/llama-guard"><img src="https://hvtracker.net/badge/llama-guard.svg" alt="HVTrust"></a>

Other agents in Security & Guardrails

Data sources
GitHub REST API (repo, commits, stars, forks, license) · OpenSSF Scorecard CLI · Algolia HN Search API
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.4 · Raw JSON