TinyTroupe

LLM-powered multiagent persona simulation for imagination enhancement and business insights.

Agent Frameworks Jupyter Notebook Grade C Listed MIT
Listing state
Listed
HVTrust
53.9/100 · Grade C
Last push
2026-05-07 · 28d ago
Recent change
Rank +8

Quick Trust Read

Verdict
Thin or incomplete trust evidence. Review carefully before production use.
53.9/100 · Grade C
Strongest Signal
Transparency
13.5/17
Weakest Signal
Safety / Integrity
8.4/25
What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-06-04
Rank Moved
Rank dropped 10 spots (#129 → #139)
2026-06-02
Rank Moved
Rank dropped 10 spots (#120 → #130)
2026-06-01
Rank Moved
Rank dropped 22 spots (#98 → #120)
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.
57.5
Activity Score · out of 100
53.9
HVTrust Score · out of 100
#139
Global Rank · of 203
#40

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. Full methodology →

Signals refreshed 2026-06-04 20:15 UTC · Repo last pushed 28 days ago

Rank Trend

2026-05-25 2026-06-04

Activity & Reach

Stars
7.5k
Forks
662
Last Push
2026-05-07
28 days ago
Commits (4 wk)
0
Downloads (7d)
23
pypi
HN mentions (30d)
0
Open Issues
18
Rank Change
▼10
was #129

Analysis

HVTrust Dimensions

53.9 / 100 · 100.0% confidence
Safety / IntegrityOSSF, provenance, signatures
8.4 / 25
Identity / ProvenanceListing and build link
10.8 / 18
TransparencyLicense and public checks
13.5 / 17
MaintenanceFreshness and commits
10.1 / 20
AdoptionStars and downloads
11.1 / 20

Activity Inputs

57.5 / 100
StarsRepository reach
23.2 / 30
FreshnessLast push recency
21.1 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
13.1 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
5.9 / 10
via deps.dev · OpenSSF
Signed Commits
21%
of last 100 commits verified
Binary-Artifacts 10
Branch-Protection 5
CI-Tests 6
CII-Best-Practices 0
Code-Review 7
Contributors 10
Dangerous-Workflow 10
Dependency-Update-Tool 0
Fuzzing 0
License 10
Maintained 5
Packaging -1
Pinned-Dependencies 1
SAST 9
Security-Policy 10
Signed-Releases -1
Token-Permissions 0
Vulnerabilities 10

Is TinyTroupe safe?

Public trust evidence for TinyTroupe 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 TinyTroupe publish package provenance?
No published build provenance is currently detected for TinyTroupe. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does TinyTroupe have an OpenSSF Scorecard?
TinyTroupe 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 TinyTroupe actively maintained?
Maintained. Last push was 28 days ago.
What license does TinyTroupe use?
TinyTroupe ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are TinyTroupe's commits signed?
21% of the last 100 commits to TinyTroupe 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 TinyTroupe?

HVTrust scores TinyTroupe 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

Rank 5HVTrust 2Listed 1Scorecard 1
2026-06-04
Rank Moved
Rank dropped 10 spots (#129 → #139)
2026-06-02
Rank Moved
Rank dropped 10 spots (#120 → #130)
2026-06-01
Rank Moved
Rank dropped 22 spots (#98 → #120)
2026-05-30
Rank Moved
Rank rose 10 spots (#103 → #93)
2026-05-29
HVTrust Changed
HVTrust up 9.9pts (44.3 → 54.2)
2026-05-28
Rank Moved
Rank rose 12 spots (#116 → #104)
2026-05-27
Scorecard Added
OSSF Scorecard: 5.9/10
2026-05-27
HVTrust Changed
HVTrust up 17.0pts (29.1 → 46.1)
2026-05-25
Newly Listed
First tracked at rank #116

Embed Badge Badge guide for maintainers →

HVTrust 53.9 Grade C
Markdown:
[![HVTrust](https://hvtracker.net/badge/tinytroupe.svg)](https://hvtracker.net/agents/tinytroupe)
HTML:
<a href="https://hvtracker.net/agents/tinytroupe"><img src="https://hvtracker.net/badge/tinytroupe.svg" alt="HVTrust"></a>

Other agents in Agent Frameworks

Data sources
GitHub REST API (repo, commits, stars, forks, license) · PyPI / pypistats (downloads, provenance) · 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