JARVIS / HuggingGPT

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

Agent Frameworks Python Grade D Listed MIT
Listing state
Listed
HVTrust
37.4/100 · Grade D
Last push
2025-07-29 · 310d ago
Recent change
Rank +6

Quick Trust Read

Verdict
Thin or incomplete trust evidence. Review carefully before production use.
37.4/100 · Grade D
Strongest Signal
Transparency
10.5/17
Weakest Signal
Maintenance
0/20
What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-06-02
Rank Moved
Rank dropped 16 spots (#162 → #178)
2026-06-01
Rank Moved
Rank dropped 23 spots (#139 → #162)
2026-05-29
HVTrust Changed
HVTrust up 10.0pts (26.4 → 36.4)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 2.3/10. 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.
Refresh maintenance signals The repo was last pushed 310 days ago. Fresh activity helps separate stable projects from stale ones.
41.9
Activity Score · out of 100
37.4
HVTrust Score · out of 100
#182
Global Rank · of 203
#54

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade D reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Full methodology →

Signals refreshed 2026-06-04 20:15 UTC · Repo last pushed 310 days ago — may be stale

Rank Trend

2026-05-25 2026-06-04

Activity & Reach

Stars
24.8k
Forks
2.1k
Last Push
2025-07-29
310 days ago
Commits (4 wk)
0
Downloads (7d)
HN mentions (30d)
0
Open Issues
2737
Rank Change
▼6
was #176

Analysis

HVTrust Dimensions

37.4 / 100 · 100.0% confidence
Safety / IntegrityOSSF, provenance, signatures
5.6 / 25
Identity / ProvenanceListing and build link
10.8 / 18
TransparencyLicense and public checks
10.5 / 17
MaintenanceFreshness and commits
0.0 / 20
AdoptionStars and downloads
10.5 / 20

Activity Inputs

41.9 / 100
StarsRepository reach
26.4 / 30
FreshnessLast push recency
0.0 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
15.5 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
2.3 / 10
via deps.dev · OpenSSF
Signed Commits
55%
of last 100 commits verified
Binary-Artifacts 10
Branch-Protection 0
CI-Tests 0
CII-Best-Practices 0
Code-Review 0
Contributors 10
Dangerous-Workflow -1
Dependency-Update-Tool 0
Fuzzing 0
License 10
Maintained 0
Packaging -1
Pinned-Dependencies 0
SAST 0
Security-Policy 10
Signed-Releases -1
Token-Permissions -1
Vulnerabilities 0

Is JARVIS / HuggingGPT safe?

Public trust evidence for JARVIS / HuggingGPT 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 JARVIS / HuggingGPT publish package provenance?
No published build provenance is currently detected for JARVIS / HuggingGPT. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does JARVIS / HuggingGPT have an OpenSSF Scorecard?
JARVIS / HuggingGPT has an OpenSSF Scorecard score of 2.3/10. 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 JARVIS / HuggingGPT actively maintained?
Stale. The repository has not been pushed to in 310 days. Consider whether the project is still being maintained.
What license does JARVIS / HuggingGPT use?
JARVIS / HuggingGPT ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are JARVIS / HuggingGPT's commits signed?
55% of the last 100 commits to JARVIS / HuggingGPT 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.

Runtime trust — coming soon

HVTrust currently scores supply-chain signals. We're adding runtime trust next: what an agent actually does when it runs — what it can reach, which tools it carries, what external services it depends on. Track progress on the roadmap →

  • MCP support
  • Tool / plugin surface
  • External service deps
  • Package provenance drift

Maintain JARVIS / HuggingGPT?

HVTrust scores JARVIS / HuggingGPT 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

HVTrust 3Rank 2Listed 1Scorecard 1
2026-06-02
Rank Moved
Rank dropped 16 spots (#162 → #178)
2026-06-01
Rank Moved
Rank dropped 23 spots (#139 → #162)
2026-05-29
HVTrust Changed
HVTrust up 10.0pts (26.4 → 36.4)
2026-05-28
HVTrust Changed
HVTrust up 4.1pts (22.3 → 26.4)
2026-05-27
Scorecard Added
OSSF Scorecard: 2.3/10
2026-05-27
HVTrust Changed
HVTrust up 10.8pts (11.5 → 22.3)
2026-05-25
Newly Listed
First tracked at rank #143

Embed Badge Badge guide for maintainers →

HVTrust 37.4 Grade D
Markdown:
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HTML:
<a href="https://hvtracker.net/agents/jarvis-hugginggpt"><img src="https://hvtracker.net/badge/jarvis-hugginggpt.svg" alt="HVTrust"></a>

Other agents in Agent Frameworks

Data sources
GitHub REST API (repo, commits, stars, forks, license) · OSSF Scorecard via deps.dev · Algolia HN Search API
Each agent's signals refresh once daily across 6 staggered batches. Methodology v3.1 · Raw JSON