LightAgent

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

Agent Frameworks Python Grade C Listed Apache-2.0
Compare → Suggest correction
Listing state
Listed
HVTrust
63.4/100 · Grade C
Evidence coverage
Grade B · 3/5 signals
Last push
2026-07-28 · 1d ago
Recent change
New

Is LightAgent safe? LightAgent scores 63.4/100 (Grade C), ranked #174 of 441 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 5.1/10; 45% of recent commits are signed; last pushed 2026-07-28. Every point is earned from checkable signals — never paid placement. How scoring works →

Quick Trust Read

Verdict
Promising trust profile, but some evidence still deserves review.
63.4/100 · Grade C
Strongest Signal
Maintenance
18.1/20
Weakest Signal
Safety / Integrity
8.6/25
What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-07-28
Newly Listed
First tracked at rank #174
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 5.1/10. 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.
73.2
Activity sub-score · out of 100
63.4
HVTrust Score · out of 100
#174
Global Rank · of 441
#35

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 2026-07-29 01:00 UTC · Repo last pushed yesterday

Rank Trend

2026-07-28 2026-07-29

Activity & Reach

Stars
1.2k
Forks
162
Last Push
2026-07-28
yesterday
Commits (4 wk)
35
Downloads (7d)
437
pypi
HN mentions (30d)
Open Issues
2
Rank Change
=
was #174

Analysis

HVTrust Dimensions

63.4 / 100 · 100.0% confidence
Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
8.6 / 25
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
Transparency50% declared license · 50% OSSF Scorecard
12.8 / 17
Maintenance60% last-push freshness · 40% commit activity
18.1 / 20
Adoption60% stars · 40% downloads, log-scaled
10.9 / 20

Activity Inputs

73.2 / 100
StarsRepository reach
18.5 / 30
FreshnessLast push recency
24.9 / 25
ActivityRecent commits
19.4 / 25
CommunityFork signal
10.3 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
5.1 / 10
OpenSSF Scorecard · scanned Jul 28, 2026
Signed Commits
45%
of last 100 commits verified
Binary-Artifacts 10
Branch-Protection 0
CI-Tests 8
CII-Best-Practices 0
Code-Review 4
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 5.1/10. 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?
Actively maintained. The repository was pushed to within the last 1 day(s).
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?
45% 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.

Ranked neighbours in Agent Frameworks

AI agent 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
4 detected
Public provider/service dependencies detected.
Credential signal: No explicit API-key/config marker detected.
Tool / Plugin Surface
medium confidence
Declared
Declared plugin/integration 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?

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.

Reputation Timeline

Listed 1
2026-07-28
Newly Listed
First tracked at rank #174

Embed Badge Badge guide for maintainers →

HVTrust 63.4 Grade C
Markdown:
[![HVTrust](https://hvtracker.net/badge/lightagent.svg)](https://hvtracker.net/agents/lightagent)
HTML:
<a href="https://hvtracker.net/agents/lightagent"><img src="https://hvtracker.net/badge/lightagent.svg" alt="HVTrust"></a>

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 v4.2 · Raw JSON