Is Quivr safe to use?

Quivr has an HVTrust score of 30.8/100 (Grade D), ranked #767 of 1308 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for Quivr?

Quivr scores 30.8/100 on HVTracker's evidence-weighted HVTrust scale. It has 39.4k GitHub stars and is categorized under Memory & Knowledge.

Quivr

QuivrHQ/quivr

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in exis

Memory & Knowledge Python Grade D Needs review NOASSERTION

30.8/100

Rank #767 of 1308

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How does it stack up against its Memory & Knowledge neighbours?

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

Open compare tool Suggest correction

Listing state

Needs review

Evidence coverage

Grade A · 4/5 signals

Last push

2025-07-09 · 412d ago

Recent change

No recent signal change

Is Quivr safe? Quivr scores 30.8/100 (Grade D), ranked #767 of 1308 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 4.3/10; recent commits are unsigned; last pushed 2025-07-09. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in Memory & Knowledge

#40 IWE — 39.5 (D) → #41 Pond — 38.3 (D) → #42 Titen — 35.2 (D) → #44 inno-agent — 23.7 (D) →

Quick Trust Read

What Would Improve It

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

Recent Changes

2026-08-16

Rank Moved

Rank dropped 15 spots (#755 → #770)

2026-08-10

Rank Moved

Rank dropped 40 spots (#718 → #758)

2026-08-08

Rank Moved

Rank dropped 295 spots (#421 → #716)

Maintainer Checklist

Raise Scorecard signals Current OSSF Scorecard is 4.3/10. 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.

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 412 days ago. Fresh activity helps separate stable projects from stale ones.

Review Flags

[4.2.1] no meaningful activity in 12 months (last push 2025-07-09)

Compare with another agent Get email alerts for Quivr View Memory & Knowledge Report missing data

44.2

Activity sub-score · out of 100

#43

In Memory & Knowledge

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 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 →

Rank Trend

2026-08-11 2026-08-25

Activity & Reach

Stars

39.4k

Forks

3.7k

Last Push

2025-07-09

412 days ago

Commits (4 wk)

Downloads (7d)

pypi

HN mentions (30d)

Open Issues

Rank Change

▲4

was #771

Analysis

HVTrust Dimensions vs Memory & Knowledge

30.8 / 100 · 100.0% confidence

Quivr Memory & Knowledge average (44 agents)

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

5.4 / 25

4.6 below avg 10.0

Identity / Provenance60% listing status · 40% build provenance

10.8 / 18

1.3 below avg 12.1

Transparency50% declared license · 50% OSSF Scorecard

12.2 / 17

in line with avg 12.4

Maintenance60% last-push freshness · 40% commit activity

0 / 20

17.6 below avg 17.6

AdoptionLog-scaled stars · package downloads

13.4 / 20

in line with avg 13.6

Activity Inputs

44.2 / 100

StarsRepository reach

27.6 / 30

FreshnessLast push recency

0.0 / 25

ActivityRecent commits

0.0 / 25

CommunityFork signal

16.6 / 20

Supply Chain Trust

Package Provenance

None

No package attestations found

OSSF Scorecard

4.3 / 10

OpenSSF Scorecard · scanned Aug 24, 2026

Signed Commits

—

Unable to query

Binary-Artifacts 10

Branch-Protection 6

CI-Tests 0

CII-Best-Practices 0

Code-Review 7

Contributors 10

Dangerous-Workflow 10

Dependency-Update-Tool 0

Fuzzing 0

License 9

Maintained 0

Packaging -1

Pinned-Dependencies 0

SAST 0

Security-Policy 0

Signed-Releases -1

Token-Permissions 0

Vulnerabilities 10

Is Quivr safe?

Public trust evidence for Quivr 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 Quivr publish package provenance?

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

Does Quivr have an OpenSSF Scorecard?

Quivr has an OpenSSF Scorecard score of 4.3/10. 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 Quivr actively maintained?

Stale. The repository has not been pushed to in 412 days. Consider whether the project is still being maintained.

What license does Quivr use?

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

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

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 Quivr?

For maintainers

HVTrust scores Quivr 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

2026-08-16

Rank Moved

Rank dropped 15 spots (#755 → #770)

2026-08-10

Rank Moved

Rank dropped 40 spots (#718 → #758)

2026-08-08

Rank Moved

Rank dropped 295 spots (#421 → #716)

2026-07-29

Rank Moved

Rank dropped 11 spots (#404 → #415)

2026-07-15

Rank Moved

Rank dropped 24 spots (#374 → #398)

2026-07-14

Rank Moved

Rank dropped 21 spots (#353 → #374)

2026-07-13

Rank Moved

Rank dropped 36 spots (#317 → #353)

2026-07-10

Rank Moved

Rank dropped 33 spots (#284 → #317)

2026-07-10

HVTrust Changed

HVTrust down 10.0pts (39.4 → 29.4)

2026-07-09

Warning Issued

Warning: eligibility issues detected

2026-06-24

Rank Moved

Rank dropped 31 spots (#243 → #274)

2026-06-23

Rank Moved

Rank dropped 20 spots (#223 → #243)

2026-06-21

Rank Moved

Rank dropped 14 spots (#200 → #214)

2026-06-20

Rank Moved

Rank dropped 12 spots (#188 → #200)

2026-06-20

HVTrust Changed

HVTrust down 4.4pts (46.2 → 41.8)

2026-06-18

Rank Moved

Rank dropped 13 spots (#170 → #183)

2026-06-02

Rank Moved

Rank dropped 12 spots (#145 → #157)

2026-06-01

Rank Moved

Rank dropped 16 spots (#129 → #145)

2026-05-29

Rank Moved

Rank rose 10 spots (#133 → #123)

2026-05-29

HVTrust Changed

HVTrust up 10.0pts (33.7 → 43.7)

GitHub → PyPI: quivr-core

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For maintainers

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Other agents in Memory & Knowledge

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