agentUniverse

agentUniverse is a LLM multi-agent framework that allows developers to easily build multi-agent applications.

Agent Frameworks Python Grade D Listed Apache-2.0
45.9/100
Rank #1029 of 1328
Compare agentUniverse

Thin or incomplete trust evidence. Review carefully before production use.

Open compare tool Suggest correction
Listing state
Listed
Evidence coverage
Grade C · 2/5 signals
Last push
2026-09-14 · 6d ago
Recent change
Rank +2

Is agentUniverse safe? agentUniverse scores 45.9/100 (Grade D), ranked #1029 of 1328 tracked open-source AI agent projects, on evidence coverage C (2 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 4.0/10; 42% of recent commits are signed; last pushed 2026-09-14. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in Agent Frameworks

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-09-14
Rank Moved
Rank rose 79 spots (#1097 → #1018)
2026-09-14
HVTrust Changed
HVTrust up 3.1pts (43.2 → 46.3)
2026-09-14
Activity Score Changed
Activity score up 6pts (51 → 58)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 4.0/10. 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.
56.7
Activity sub-score · out of 100
#92

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. Evidence coverage C is separate — it grades how many independent signal types back the score (2 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-09-20 15:32 UTC · Repo last pushed 6 days ago

Rank Trend

2026-08-11 2026-09-20

Activity & Reach

Stars
2.4k
Forks
441
Last Push
2026-09-14
6 days ago
Commits (4 wk)
0?
Downloads (7d)
HN mentions (30d)
Open Issues
120
Rank Change
▼3
was #1026

Analysis

HVTrust Dimensions vs Agent Frameworks

45.9 / 100 · 100.0% confidence

agentUniverse Agent Frameworks average (122 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
7.1 / 25
2.6 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
11.9 / 17
0.5 below avg 12.4
Maintenance60% last-push freshness · 40% commit activity
11.6 / 20
2.3 below avg 13.9
AdoptionLog-scaled stars · package downloads
8.1 / 20
3.1 below avg 11.2

Activity Inputs

56.7 / 100
StarsRepository reach
20.2 / 30
FreshnessLast push recency
24.2 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
12.3 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
4.0 / 10
OpenSSF Scorecard · scanned Sep 17, 2026
Signed Commits
42%
of last 100 commits verified
Binary-Artifacts 10
Branch-Protection 0
CI-Tests 0
CII-Best-Practices 0
Code-Review 10
Contributors 10
Dangerous-Workflow -1
Dependency-Update-Tool 0
Fuzzing 0
License 10
Maintained 10
Packaging -1
Pinned-Dependencies 0
SAST 0
Security-Policy 0
Signed-Releases -1
Token-Permissions -1
Vulnerabilities 3

Is agentUniverse safe?

Public trust evidence for agentUniverse 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 agentUniverse publish package provenance?
No published build provenance is currently detected for agentUniverse. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does agentUniverse have an OpenSSF Scorecard?
agentUniverse has an OpenSSF Scorecard score of 4.0/10. 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 agentUniverse actively maintained?
Actively maintained. The repository was pushed to within the last 6 day(s).
What license does agentUniverse use?
agentUniverse ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are agentUniverse's commits signed?
42% of the last 100 commits to agentUniverse 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
medium 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
5 detected
Public provider/service dependencies detected.
Credential signal: API keys or service config markers documented.
Tool / Plugin Surface
high confidence
Declared
Declared plugin/integration surface detected.
  • database
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
How this surface has changed

Detected changes to agentUniverse's runtime surface and supply-chain posture, from daily public-signal snapshots. A change here means our detectors see something different — a genuinely changed capability, or better evidence of an existing one.

2026-08-12
Provider Removed
Runtime surface shrank — no longer detected: Qdrant
2026-07-20
Provider Added
Runtime surface grew — new detected provider dependency: Redis
2026-07-17
Provider Added
Runtime surface grew — new detected provider dependency: DeepSeek

Maintain agentUniverse?

For maintainers

HVTrust scores agentUniverse 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 32Score 4HVTrust 4Grade 2Surface 2Surface 1
2026-09-14
Rank Moved
Rank rose 79 spots (#1097 → #1018)
2026-09-14
HVTrust Changed
HVTrust up 3.1pts (43.2 → 46.3)
2026-09-14
Activity Score Changed
Activity score up 6pts (51 → 58)
2026-09-12
Rank Moved
Rank dropped 14 spots (#1085 → #1099)
2026-09-09
Rank Moved
Rank dropped 17 spots (#1064 → #1081)
2026-09-07
Rank Moved
Rank dropped 32 spots (#1023 → #1055)
2026-09-06
Rank Moved
Rank dropped 16 spots (#1007 → #1023)
2026-09-05
Rank Moved
Rank dropped 49 spots (#958 → #1007)
2026-09-04
Rank Moved
Rank dropped 26 spots (#932 → #958)
2026-09-03
Rank Moved
Rank dropped 55 spots (#877 → #932)
2026-09-02
Rank Moved
Rank dropped 47 spots (#830 → #877)
2026-09-01
Rank Moved
Rank dropped 28 spots (#802 → #830)
2026-08-31
Rank Moved
Rank dropped 37 spots (#765 → #802)
2026-08-30
Rank Moved
Rank dropped 27 spots (#738 → #765)
2026-08-29
Rank Moved
Rank dropped 46 spots (#692 → #738)
2026-08-28
Rank Moved
Rank dropped 25 spots (#667 → #692)
2026-08-27
Rank Moved
Rank dropped 101 spots (#566 → #667)
2026-08-27
HVTrust Changed
HVTrust down 3.9pts (48.2 → 44.3)
2026-08-27
Activity Score Changed
Activity score down 12pts (65 → 53)
2026-08-26
Rank Moved
Rank dropped 85 spots (#481 → #566)
2026-08-24
Rank Moved
Rank dropped 13 spots (#462 → #475)
2026-08-22
Rank Moved
Rank rose 14 spots (#476 → #462)
2026-08-19
Grade Changed
Trust grade C → D
2026-08-19
Rank Moved
Rank dropped 38 spots (#438 → #476)
2026-08-19
HVTrust Changed
HVTrust down 3.0pts (52.0 → 49.0)
2026-08-19
Activity Score Changed
Activity score down 9pts (77 → 67)
2026-08-17
Rank Moved
Rank rose 11 spots (#448 → #437)
2026-08-16
Rank Moved
Rank dropped 11 spots (#437 → #448)
2026-08-13
Rank Moved
Rank dropped 18 spots (#414 → #432)
2026-08-12
Provider Removed
Runtime surface shrank — no longer detected: Qdrant
2026-08-12
Rank Moved
Rank rose 17 spots (#431 → #414)
2026-08-10
Rank Moved
Rank dropped 18 spots (#413 → #431)
2026-08-08
Rank Moved
Rank dropped 100 spots (#305 → #405)
2026-07-20
Provider Added
Runtime surface grew — new detected provider dependency: Redis
2026-07-17
Provider Added
Runtime surface grew — new detected provider dependency: DeepSeek
2026-07-15
Rank Moved
Rank dropped 16 spots (#255 → #271)
2026-07-14
Rank Moved
Rank dropped 15 spots (#240 → #255)
2026-07-13
Rank Moved
Rank dropped 23 spots (#217 → #240)
2026-07-10
Rank Moved
Rank rose 12 spots (#231 → #219)
2026-07-09
Grade Changed
Trust grade D → C
2026-07-09
Rank Moved
Rank rose 43 spots (#274 → #231)
2026-07-09
HVTrust Changed
HVTrust up 9.1pts (41.5 → 50.6)
2026-07-09
Activity Score Changed
Activity score up 23pts (47 → 70)
2026-06-24
Rank Moved
Rank dropped 31 spots (#228 → #259)
2026-06-23
Rank Moved
Rank dropped 18 spots (#210 → #228)

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 45.9 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/agentuniverse.svg)](https://hvtracker.net/agents/agentuniverse)
HTML:
<a href="https://hvtracker.net/agents/agentuniverse"><img src="https://hvtracker.net/badge/agentuniverse.svg" alt="HVTrust"></a>

Other agents in Agent Frameworks

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