Is AIlice safe to use?

AIlice has an HVTrust score of 15.7/100 (Grade D), ranked #1251 of 1308 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for AIlice?

AIlice scores 15.7/100 on HVTracker's evidence-weighted HVTrust scale. It has 1.4k GitHub stars and is categorized under Agent Frameworks.

AIlice

myshell-ai/AIlice

AIlice is a fully autonomous, general-purpose AI agent.

Agent Frameworks Python Grade D Needs review MIT

15.7/100

Rank #1251 of 1308

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

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Listing state

Needs review

Evidence coverage

Grade B · 3/5 signals

Last push

2025-08-18 · 372d ago

Recent change

Rank +2

Is AIlice safe? AIlice scores 15.7/100 (Grade D), ranked #1251 of 1308 tracked open-source AI agent projects, on evidence coverage B (3 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 3.1/10; recent commits are unsigned; last pushed 2025-08-18. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in Agent Frameworks

#111 omniclaw — 17.8 (D) → #112 harmonist — 17.1 (D) → #114 sre — 14.5 (D) → #115 cashclaw — 13.9 (D) →

Quick Trust Read

What Would Improve It

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

Recent Changes

2026-08-19

Rank Moved

Rank dropped 428 spots (#822 → #1250)

2026-08-19

HVTrust Changed

HVTrust down 10.0pts (25.7 → 15.7)

2026-08-18

Warning Issued

Warning: eligibility issues detected

Maintainer Checklist

Raise Scorecard signals Current OSSF Scorecard is 3.1/10. 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 372 days ago. Fresh activity helps separate stable projects from stale ones.

Review Flags

[4.2.1] no meaningful activity in 12 months (last push 2025-08-18)

Compare with another agent Get email alerts for AIlice View Agent Frameworks Report missing data

29.7

Activity sub-score · out of 100

#113

In Agent Frameworks

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 B is separate — it grades how many independent signal types back the score (3 of 5), so a high score on thin evidence stays visible. Full methodology →

Rank Trend

2026-08-11 2026-08-25

Activity & Reach

Stars

1.4k

Forks

205

Last Push

2025-08-18

372 days ago

Commits (4 wk)

Downloads (7d)

—

HN mentions (30d)

Open Issues

Rank Change

▼1

was #1250

Analysis

HVTrust Dimensions vs Agent Frameworks

15.7 / 100 · 75.0% confidence

AIlice Agent Frameworks average (119 agents)

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

3.9 / 25

4.2 below avg 8.1

Identity / Provenance60% listing status · 40% build provenance

10.8 / 18

0.8 below avg 11.6

Transparency50% declared license · 50% OSSF Scorecard

11.1 / 17

in line with avg 11.5

Maintenance60% last-push freshness · 40% commit activity

0 / 20

14.1 below avg 14.1

AdoptionLog-scaled stars · package downloads

7.6 / 20

3.7 below avg 11.3

Activity Inputs

29.7 / 100

StarsRepository reach

18.9 / 30

FreshnessLast push recency

0.0 / 25

ActivityRecent commits

0.0 / 25

CommunityFork signal

10.8 / 20

Supply Chain Trust

Package Provenance

None

No package attestations found

OSSF Scorecard

3.1 / 10

OpenSSF Scorecard · scanned Aug 25, 2026

Signed Commits

of last 100 commits verified

Binary-Artifacts 10

Branch-Protection 0

CI-Tests -1

CII-Best-Practices 0

Code-Review 0

Contributors 0

Dangerous-Workflow 10

Dependency-Update-Tool 0

Fuzzing 0

License 10

Maintained 0

Packaging -1

Pinned-Dependencies 0

SAST 0

Security-Policy 0

Signed-Releases -1

Token-Permissions 0

Vulnerabilities 10

Is AIlice safe?

Public trust evidence for AIlice 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 AIlice publish package provenance?

No published build provenance is currently detected for AIlice. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.

Does AIlice have an OpenSSF Scorecard?

AIlice has an OpenSSF Scorecard score of 3.1/10. 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 AIlice actively maintained?

Stale. The repository has not been pushed to in 372 days. Consider whether the project is still being maintained.

What license does AIlice use?

AIlice ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.

Are AIlice's commits signed?

0% of the last 100 commits to AIlice 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

Implemented

AIlice appears to expose MCP server capabilities.

Detailed evidence is not shown in the public view.

External Service Dependencies

high confidence

3 detected

Public provider/service dependencies detected.

Credential signal: No explicit API-key/config marker detected.

Tool / Plugin Surface

medium confidence

1 tags

Broad capability areas detected.

browser

Detailed evidence is not shown in the public view.

Package Provenance Drift

low confidence

Unknown

Package source metadata is missing or inconclusive

Detailed evidence is not shown in the public view.

MCP signal live
External deps live
Tool / plugin surface live
Package provenance drift live

Maintain AIlice?

For maintainers

HVTrust scores AIlice 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

2026-08-19

Rank Moved

Rank dropped 428 spots (#822 → #1250)

2026-08-19

HVTrust Changed

HVTrust down 10.0pts (25.7 → 15.7)

2026-08-18

Warning Issued

Warning: eligibility issues detected

2026-08-16

Rank Moved

Rank dropped 16 spots (#816 → #832)

2026-08-12

Rank Moved

Rank rose 10 spots (#817 → #807)

2026-08-10

Rank Moved

Rank dropped 45 spots (#774 → #819)

2026-08-08

Rank Moved

Rank dropped 329 spots (#435 → #764)

2026-07-28

Rank Moved

Rank dropped 13 spots (#408 → #421)

2026-07-15

Rank Moved

Rank dropped 15 spots (#394 → #409)

2026-07-14

Rank Moved

Rank dropped 32 spots (#362 → #394)

2026-07-13

Rank Moved

Rank dropped 39 spots (#323 → #362)

2026-06-24

Rank Moved

Rank dropped 31 spots (#282 → #313)

2026-06-23

Rank Moved

Rank dropped 18 spots (#264 → #282)

2026-06-21

Rank Moved

Rank dropped 16 spots (#244 → #260)

2026-06-20

Rank Moved

Rank dropped 17 spots (#227 → #244)

2026-06-02

Rank Moved

Rank dropped 17 spots (#175 → #192)

2026-06-01

Rank Moved

Rank dropped 12 spots (#163 → #175)

2026-05-29

HVTrust Changed

HVTrust up 7.5pts (17.7 → 25.2)

GitHub → PyPI: ailice

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For maintainers

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Other agents in Agent Frameworks

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