Is TinyTroupe safe to use?

TinyTroupe has an HVTrust score of 55.5/100 (Grade C), ranked #403 of 1283 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for TinyTroupe?

TinyTroupe scores 55.5/100 on HVTracker's evidence-weighted HVTrust scale. It has 7.5k GitHub stars and is categorized under Multi-Agent Systems.

TinyTroupe

microsoft/TinyTroupe

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

Multi-Agent Systems Jupyter Notebook Grade C Listed MIT

55.5/100

Rank #403 of 1283

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Promising trust profile, but some evidence still deserves review.

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Listing state

Listed

Evidence coverage

Grade A · 4/5 signals

Last push

2026-07-03 · 39d ago

Recent change

Rank +1

Is TinyTroupe safe? TinyTroupe scores 55.5/100 (Grade C), ranked #403 of 1283 tracked open-source AI agent projects, on evidence coverage A (4 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 5.5/10; 21% of recent commits are signed; last pushed 2026-07-03. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in Multi-Agent Systems

#11 OpenMontage — 57.6 (C) → #12 Rowboat — 56.8 (C) → #14 BettaFish — 55.1 (C) → #15 ChatDev — 55.1 (C) →

Quick Trust Read

What Would Improve It

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

Recent Changes

2026-08-10

Rank Moved

Rank dropped 18 spots (#385 → #403)

2026-08-08

Rank Moved

Rank dropped 92 spots (#289 → #381)

2026-07-15

Rank Moved

Rank dropped 12 spots (#242 → #254)

Maintainer Checklist

Raise Scorecard signals Current OSSF Scorecard is 5.5/10. 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.

Refresh maintenance signals The repo was last pushed 39 days ago. Fresh activity helps separate stable projects from stale ones.

Compare with another agent Get email alerts for TinyTroupe View Multi-Agent Systems Report missing data

56.1

Activity sub-score · out of 100

#13

In Multi-Agent Systems

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 A is separate — it grades how many independent signal types back the score (4 of 5), so a high score on thin evidence stays visible. Full methodology →

Activity & Reach

Stars

7.5k

Forks

676

Last Push

2026-07-03

39 days ago

Commits (4 wk)

Downloads (7d)

pypi

HN mentions (30d)

Open Issues

Rank Change

was #403

Analysis

HVTrust Dimensions vs Multi-Agent Systems

55.5 / 100 · 100.0% confidence

TinyTroupe Multi-Agent Systems average (35 agents)

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

7.9 / 25

1.7 above avg 6.2

Identity / Provenance60% listing status · 40% build provenance

10.8 / 18

in line with avg 11.2

Transparency50% declared license · 50% OSSF Scorecard

13.2 / 17

2.2 above avg 11.0

Maintenance60% last-push freshness · 40% commit activity

9.4 / 20

3.6 below avg 13.0

AdoptionLog-scaled stars · package downloads

11.2 / 20

1.2 above avg 10.0

Activity Inputs

56.1 / 100

StarsRepository reach

23.3 / 30

FreshnessLast push recency

19.6 / 25

ActivityRecent commits

0.0 / 25

CommunityFork signal

13.2 / 20

Supply Chain Trust

Package Provenance

None

No package attestations found

OSSF Scorecard

5.5 / 10

OpenSSF Scorecard · scanned Aug 11, 2026

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 0

Packaging -1

Pinned-Dependencies 1

SAST 9

Security-Policy 10

Signed-Releases -1

Token-Permissions 0

Vulnerabilities 10

Is TinyTroupe safe?

TinyTroupe 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 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 5.5/10. 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?

Slowing down. Last push was 39 days ago — keep an eye on whether activity resumes.

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.

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

None detected

No MCP server signal detected.

Detailed evidence is not shown in the public view.

External Service Dependencies

high confidence

1 detected

Public provider/service dependencies detected.

OpenAI

Credential signal: API keys or service config markers documented.

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 TinyTroupe?

For maintainers

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.

Submit a correction → Add the trust badge

Reputation Timeline

Signal history

2026-08-10

Rank Moved

Rank dropped 18 spots (#385 → #403)

2026-08-08

Rank Moved

Rank dropped 92 spots (#289 → #381)

2026-07-15

Rank Moved

Rank dropped 12 spots (#242 → #254)

2026-07-14

Rank Moved

Rank dropped 14 spots (#228 → #242)

2026-07-13

Rank Moved

Rank dropped 30 spots (#198 → #228)

2026-07-03

Rank Moved

Rank rose 15 spots (#226 → #211)

2026-07-03

HVTrust Changed

HVTrust up 3.7pts (51.6 → 55.3)

2026-07-03

Activity Score Changed

Activity score up 8pts (54 → 61)

2026-06-24

Rank Moved

Rank dropped 27 spots (#193 → #220)

2026-06-23

Rank Moved

Rank dropped 13 spots (#180 → #193)

2026-06-21

Rank Moved

Rank dropped 10 spots (#163 → #173)

2026-06-18

Rank Moved

Rank dropped 12 spots (#146 → #158)

2026-06-01

Rank Moved

Rank dropped 16 spots (#105 → #121)

2026-05-29

HVTrust Changed

HVTrust up 9.9pts (44.3 → 54.2)

2026-05-27

Scorecard Added

OSSF Scorecard: 5.9/10

2026-05-27

Grade Changed

Trust grade C → B

2026-05-27

HVTrust Changed

HVTrust up 17.0pts (29.1 → 46.1)

2026-05-25

Newly Listed

First tracked at rank #116

GitHub → PyPI: tinytroupe

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For maintainers

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Other agents in Multi-Agent Systems

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