Is xpander.ai safe to use?

xpander.ai has an HVTrust score of 30.9/100 (Grade D), ranked #1279 of 1328 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for xpander.ai?

xpander.ai scores 30.9/100 on HVTracker's evidence-weighted HVTrust scale. It has 870 GitHub stars and is categorized under Agent Frameworks.

xpander.ai

xpander-ai/xpander.ai

xpander.ai is the runtime and control plane to build, run, and ship reliable AI agents fast and anywhere

Agent Frameworks Jupyter Notebook Grade D Listed MIT

30.9/100

Rank #1279 of 1328

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

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Listing state

Listed

Evidence coverage

Grade C · 2/5 signals

Last push

2025-11-11 · 313d ago

Recent change

No recent signal change

Is xpander.ai safe? xpander.ai scores 30.9/100 (Grade D), ranked #1279 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 2.2/10; 37% of recent commits are signed; last pushed 2025-11-11. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in Agent Frameworks

#109 Magentic — 35.2 (D) → #110 Youtu-Agent — 32.4 (D) → #112 Lingxi — 30.7 (D) → #113 OpenSSA — 30.5 (D) →

Quick Trust Read

What Would Improve It

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

Recent Changes

2026-09-08

Rank Moved

Rank dropped 11 spots (#1257 → #1268)

2026-09-06

Rank Moved

Rank dropped 17 spots (#1231 → #1248)

2026-09-05

Rank Moved

Rank dropped 20 spots (#1211 → #1231)

Maintainer Checklist

Raise Scorecard signals Current OSSF Scorecard is 2.2/10. 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 313 days ago. Fresh activity helps separate stable projects from stale ones.

Compare with another agent Get email alerts for xpander.ai View Agent Frameworks Report missing data

27.4

Activity sub-score · out of 100

#111

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 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 →

Rank Trend

2026-08-11 2026-09-20

Activity & Reach

Stars

870

Forks

124

Last Push

2025-11-11

313 days ago

Commits (4 wk)

Downloads (7d)

—

HN mentions (30d)

—

Open Issues

Rank Change

was #1279

Analysis

HVTrust Dimensions vs Agent Frameworks

30.9 / 100 · 100.0% confidence

xpander.ai Agent Frameworks average (122 agents)

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

4.6 / 25

5.1 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

10.4 / 17

2.0 below avg 12.4

Maintenance60% last-push freshness · 40% commit activity

0 / 20

13.9 below avg 13.9

AdoptionLog-scaled stars · package downloads

7.1 / 20

4.1 below avg 11.2

Activity Inputs

27.4 / 100

StarsRepository reach

17.6 / 30

FreshnessLast push recency

0.0 / 25

ActivityRecent commits

0.0 / 25

CommunityFork signal

9.8 / 20

Supply Chain Trust

Package Provenance

None

No package attestations found

OSSF Scorecard

2.2 / 10

OpenSSF Scorecard · scanned Sep 19, 2026

Signed Commits

37%

of last 100 commits verified

Binary-Artifacts 10

Branch-Protection 5

CI-Tests 0

CII-Best-Practices 0

Code-Review 0

Contributors 3

Dangerous-Workflow -1

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 -1

Vulnerabilities 3

Is xpander.ai safe?

Public trust evidence for xpander.ai 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 xpander.ai publish package provenance?

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

Does xpander.ai have an OpenSSF Scorecard?

xpander.ai has an OpenSSF Scorecard score of 2.2/10. 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 xpander.ai actively maintained?

Stale. The repository has not been pushed to in 313 days. Consider whether the project is still being maintained.

What license does xpander.ai use?

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

Are xpander.ai's commits signed?

37% of the last 100 commits to xpander.ai 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

low 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

3 detected

Public provider/service dependencies detected.

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

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

Maintain xpander.ai?

For maintainers

HVTrust scores xpander.ai 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

2026-09-08

Rank Moved

Rank dropped 11 spots (#1257 → #1268)

2026-09-06

Rank Moved

Rank dropped 17 spots (#1231 → #1248)

2026-09-05

Rank Moved

Rank dropped 20 spots (#1211 → #1231)

2026-09-04

Rank Moved

Rank dropped 17 spots (#1194 → #1211)

2026-09-03

Rank Moved

Rank dropped 42 spots (#1152 → #1194)

2026-09-02

Rank Moved

Rank dropped 40 spots (#1112 → #1152)

2026-09-01

Rank Moved

Rank dropped 42 spots (#1070 → #1112)

2026-08-31

Rank Moved

Rank dropped 30 spots (#1040 → #1070)

2026-08-30

Rank Moved

Rank dropped 56 spots (#984 → #1040)

2026-08-29

Scorecard Added

OSSF Scorecard: 2.2/10

2026-08-29

Rank Moved

Rank rose 327 spots (#1311 → #984)

2026-08-29

HVTrust Changed

HVTrust up 18.8pts (12.1 → 30.9)

2026-08-16

Rank Moved

Rank dropped 25 spots (#1277 → #1302)

2026-08-10

Rank Moved

Rank dropped 78 spots (#1199 → #1277)

2026-08-08

Rank Moved

Rank dropped 680 spots (#519 → #1199)

2026-08-06

Newly Listed

First tracked at rank #519

GitHub →

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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) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.3 · Raw JSON