Is LightAgent safe to use?

LightAgent has an HVTrust score of 60.4/100 (Grade C), ranked #592 of 1328 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for LightAgent?

LightAgent scores 60.4/100 on HVTracker's evidence-weighted HVTrust scale. It has 1.2k GitHub stars and is categorized under Agent Frameworks.

LightAgent

wanxingai/LightAgent

LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle

Agent Frameworks Python Grade C Listed Apache-2.0

60.4/100

Rank #592 of 1328

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Promising trust profile, but some evidence still deserves review.

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Listing state

Listed

Evidence coverage

Grade B · 3/5 signals

Last push

2026-09-04 · 8d ago

Recent change

Rank +4

Is LightAgent safe? LightAgent scores 60.4/100 (Grade C), ranked #592 of 1328 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 4.9/10; 48% of recent commits are signed; last pushed 2026-09-04. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in Agent Frameworks

#49 Nanobot — 60.7 (C) → #50 Chorus — 60.5 (C) → #52 BotSharp — 60.1 (C) → #53 Omnigent — 59.5 (C) →

Quick Trust Read

What Would Improve It

Publish package provenance or release attestations for stronger supply-chain evidence.

Recent Changes

2026-09-11

Rank Moved

Rank dropped 12 spots (#579 → #591)

2026-09-08

Rank Moved

Rank dropped 13 spots (#557 → #570)

2026-09-07

Rank Moved

Rank dropped 44 spots (#513 → #557)

Maintainer Checklist

Raise Scorecard signals Current OSSF Scorecard is 4.9/10. 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.

Compare with another agent Get email alerts for LightAgent View Agent Frameworks Report missing data

65.9

Activity sub-score · out of 100

#51

In Agent Frameworks

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 →

Rank Trend

2026-08-11 2026-09-12

Activity & Reach

Stars

1.2k

Forks

173

Last Push

2026-09-04

8 days ago

Commits (4 wk)

Downloads (7d)

pypi

HN mentions (30d)

—

Open Issues

Rank Change

▼1

was #591

Analysis

HVTrust Dimensions vs Agent Frameworks

60.4 / 100 · 100.0% confidence

LightAgent Agent Frameworks average (122 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits

8.5 / 25

1.2 below avg 9.7

Identity / Provenance60% listing status · 40% build provenance

10.8 / 18

0.8 below avg 11.6

Transparency50% declared license · 50% OSSF Scorecard

12.7 / 17

in line with avg 12.4

Maintenance60% last-push freshness · 40% commit activity

15.6 / 20

1.6 above avg 14.0

AdoptionLog-scaled stars · package downloads

9.8 / 20

1.4 below avg 11.2

Activity Inputs

65.9 / 100

StarsRepository reach

18.5 / 30

FreshnessLast push recency

23.9 / 25

ActivityRecent commits

13.0 / 25

CommunityFork signal

10.4 / 20

Supply Chain Trust

Package Provenance

None

No package attestations found

OSSF Scorecard

4.9 / 10

OpenSSF Scorecard · scanned Sep 11, 2026

Signed Commits

48%

of last 100 commits verified

Binary-Artifacts 10

Branch-Protection 0

CI-Tests 10

CII-Best-Practices 0

Code-Review 1

Contributors 0

Dangerous-Workflow 10

Dependency-Update-Tool 0

Fuzzing 0

License 10

Maintained 10

Packaging -1

Pinned-Dependencies 5

SAST 0

Security-Policy 10

Signed-Releases -1

Token-Permissions 10

Vulnerabilities 0

Is LightAgent safe?

LightAgent has a mixed signal profile. Some trust indicators are present, others are missing. Whether it is safe for your use case depends on which gaps matter to you — review the breakdown below before adopting in production.

Does LightAgent publish package provenance?

No published build provenance is currently detected for LightAgent. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.

Does LightAgent have an OpenSSF Scorecard?

LightAgent has an OpenSSF Scorecard score of 4.9/10. 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 LightAgent actively maintained?

Maintained. Last push was 8 days ago.

What license does LightAgent use?

LightAgent ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.

Are LightAgent's commits signed?

48% of the last 100 commits to LightAgent 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

low confidence

Declared

MCP support appears present, but direct server implementation is less certain.

Detailed evidence is not shown in the public view.

External Service Dependencies

high confidence

3 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

high confidence

Match

Published package metadata matches the tracked repo

Detailed evidence is not shown in the public view.

MCP signal live
External deps live
Tool / plugin surface live
Package provenance drift live

Maintain LightAgent?

For maintainers

HVTrust scores LightAgent 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.

Submit a correction → Add the trust badge

Reputation Timeline

Signal history

2026-09-11

Rank Moved

Rank dropped 12 spots (#579 → #591)

2026-09-08

Rank Moved

Rank dropped 13 spots (#557 → #570)

2026-09-07

Rank Moved

Rank dropped 44 spots (#513 → #557)

2026-09-06

Rank Moved

Rank dropped 15 spots (#498 → #513)

2026-09-05

Rank Moved

Rank dropped 75 spots (#423 → #498)

2026-09-04

Rank Moved

Rank rose 14 spots (#437 → #423)

2026-09-03

Rank Moved

Rank dropped 38 spots (#399 → #437)

2026-09-01

Rank Moved

Rank dropped 12 spots (#380 → #392)

2026-08-31

Rank Moved

Rank dropped 34 spots (#346 → #380)

2026-08-29

Rank Moved

Rank dropped 16 spots (#337 → #353)

2026-08-26

Rank Moved

Rank dropped 27 spots (#298 → #325)

2026-08-24

Rank Moved

Rank dropped 17 spots (#278 → #295)

2026-08-22

Rank Moved

Rank rose 13 spots (#294 → #281)

2026-08-21

Rank Moved

Rank rose 21 spots (#315 → #294)

2026-08-19

Rank Moved

Rank dropped 29 spots (#279 → #308)

2026-08-17

Rank Moved

Rank rose 14 spots (#292 → #278)

2026-08-16

Rank Moved

Rank dropped 31 spots (#261 → #292)

2026-08-15

Rank Moved

Rank rose 14 spots (#275 → #261)

2026-08-13

Rank Moved

Rank dropped 13 spots (#253 → #266)

2026-08-12

Rank Moved

Rank rose 13 spots (#266 → #253)

2026-08-10

Rank Moved

Rank dropped 15 spots (#248 → #263)

2026-08-08

Rank Moved

Rank dropped 55 spots (#196 → #251)

2026-07-28

Newly Listed

First tracked at rank #174

GitHub → PyPI: lightagent

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For maintainers

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Other agents in Agent Frameworks

Data sources
GitHub REST API (repo, commits, stars, forks, license) · PyPI / pypistats (downloads, provenance) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.3 · Raw JSON