Is Evidently safe?
Evidently scores 71.6/100 (Grade B), ranked #93 of 418 tracked open-source AI agent projects, on evidence coverage A (4 of 5 independent signal types).
The public evidence: its packages ship with cryptographic provenance;
OSSF Scorecard rates its supply-chain practices 3.5/10;
90% of recent commits are signed;
last pushed 2026-05-02. Every point is earned from checkable signals — never paid placement. How scoring works →
Quick Trust Read
Verdict
Promising trust profile, but some evidence still deserves review.
71.6/100 · Grade B
Strongest Signal
Identity / Provenance
18.0/18
Weakest Signal
Maintenance
6.8/20
What Would Improve It
Improve maintenance to lift the weakest part of the trust profile.
Recent Changes
2026-07-13
Rank Moved
Rank dropped 12 spots (#69 → #81)
Maintainer Checklist
Raise Scorecard signalsCurrent OSSF Scorecard is 3.5/10. Tighten the weakest checks to improve public safety evidence.
Refresh maintenance signalsThe repo was last pushed 78 days ago. Fresh activity helps separate stable projects from stale ones.
How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade B 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 →
Signals refreshed2026-07-19 08:02 UTC·Repo last pushed 78 days ago
Evidently 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 Evidently publish package provenance?
Yes. Evidently's package releases carry build provenance attestations, which cryptographically link the published package back to its source repository and CI workflow.
Does Evidently have an OpenSSF Scorecard?
Evidently has an OpenSSF Scorecard score of 3.5/10. 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 Evidently actively maintained?
Slowing down. Last push was 78 days ago — keep an eye on whether activity resumes.
What license does Evidently use?
Evidently ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Evidently's commits signed?
90% of the last 100 commits to Evidently 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.
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.
Credential signal:
No explicit API-key/config marker detected.
Tool / Plugin Surface
high confidence
4 tags
Broad capability areas detected.
browser
code
database
search
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
How this surface has changed
Detected changes to Evidently's runtime surface and supply-chain posture, from daily public-signal snapshots. A change here means our detectors see something different — a genuinely changed capability, or better evidence of an existing one.
2026-06-05
Provider Added
Runtime surface grew — new detected provider dependencies: OpenAI, Postgres
Maintain Evidently?
HVTrust scores Evidently 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.
