Marvin

an ambient intelligence library

Agent Frameworks Python Grade C Listed Apache-2.0
Listing state
Listed
HVTrust
63.3/100 · Grade C
Last push
2026-05-12 · 23d ago
Recent change
Rank +8

Quick Trust Read

Verdict
Promising trust profile, but some evidence still deserves review.
63.3/100 · Grade C
Strongest Signal
Transparency
13.0/17
Weakest Signal
Safety / Integrity
11.1/25
What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-06-02
Rank Moved
Rank dropped 10 spots (#86 → #96)
2026-06-01
Rank Moved
Rank dropped 13 spots (#73 → #86)
2026-05-29
HVTrust Changed
HVTrust up 10.0pts (52.3 → 62.3)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 5.3/10. 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.
66.4
Activity Score · out of 100
63.3
HVTrust Score · out of 100
#105
Global Rank · of 203
#31

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 23 days ago

Rank Trend

2026-05-25 2026-06-04

Activity & Reach

Stars
6.2k
Forks
403
Last Push
2026-05-12
23 days ago
Commits (4 wk)
5
Downloads (7d)
17,648
pypi
HN mentions (30d)
0
Open Issues
104
Rank Change
▼9
was #96

Analysis

HVTrust Dimensions

63.3 / 100 · 100.0% confidence
Safety / IntegrityOSSF, provenance, signatures
11.1 / 25
Identity / ProvenanceListing and build link
10.8 / 18
TransparencyLicense and public checks
13.0 / 17
MaintenanceFreshness and commits
13.6 / 20
AdoptionStars and downloads
14.8 / 20

Activity Inputs

66.4 / 100
StarsRepository reach
22.7 / 30
FreshnessLast push recency
21.8 / 25
ActivityRecent commits
9.7 / 25
CommunityFork signal
12.1 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
5.3 / 10
via deps.dev · OpenSSF
Signed Commits
90%
of last 100 commits verified
Binary-Artifacts 10
Branch-Protection 5
CI-Tests 10
CII-Best-Practices 0
Code-Review 0
Contributors 10
Dangerous-Workflow 10
Dependency-Update-Tool 10
Fuzzing 0
License 10
Maintained 5
Packaging 10
Pinned-Dependencies 0
SAST 0
Security-Policy 0
Signed-Releases -1
Token-Permissions 9
Vulnerabilities 0

Is Marvin safe?

Marvin 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 Marvin publish package provenance?
No published build provenance is currently detected for Marvin. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does Marvin have an OpenSSF Scorecard?
Marvin has an OpenSSF Scorecard score of 5.3/10. 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 Marvin actively maintained?
Maintained. Last push was 23 days ago.
What license does Marvin use?
Marvin ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Marvin's commits signed?
90% of the last 100 commits to Marvin 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 Marvin?

HVTrust scores Marvin 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 3Listed 1Scorecard 1Score 1
2026-06-02
Rank Moved
Rank dropped 10 spots (#86 → #96)
2026-06-01
Rank Moved
Rank dropped 13 spots (#73 → #86)
2026-05-29
HVTrust Changed
HVTrust up 10.0pts (52.3 → 62.3)
2026-05-28
Rank Moved
Rank rose 40 spots (#120 → #80)
2026-05-28
HVTrust Changed
HVTrust down 3.6pts (55.9 → 52.3)
2026-05-28
Activity Score Changed
Activity score up 10pts (58 → 67)
2026-05-27
Scorecard Added
OSSF Scorecard: 5.4/10
2026-05-27
HVTrust Changed
HVTrust up 14.7pts (41.2 → 55.9)
2026-05-25
Newly Listed
First tracked at rank #118

Embed Badge Badge guide for maintainers →

HVTrust 63.3 Grade C
Markdown:
[![HVTrust](https://hvtracker.net/badge/marvin.svg)](https://hvtracker.net/agents/marvin)
HTML:
<a href="https://hvtracker.net/agents/marvin"><img src="https://hvtracker.net/badge/marvin.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