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
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Listing state
Needs review
HVTrust
29.4/100 · Grade D
Evidence coverage
Grade A · 4/5 signals
Last push
2025-07-09 · 367d ago
Recent change
Rank +2

Is Quivr safe? Quivr scores 29.4/100 (Grade D), ranked #317 of 328 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 →

Active listing, but review is needed
  • [4.2.1] no meaningful activity in 12 months (last push 2025-07-09)

Quick Trust Read

Verdict
Thin or incomplete trust evidence. Review carefully before production use.
29.4/100 · Grade D
Strongest Signal
Transparency
12.2/17
Weakest Signal
Maintenance
0/20
What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
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
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 367 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)
44.2
Activity Score · out of 100
29.4
HVTrust Score · out of 100
#317
Global Rank · of 328
#27

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 →

Signals refreshed 2026-07-11 04:00 UTC · Repo last pushed 367 days ago — may be stale

Rank Trend

2026-07-05 2026-07-11

Activity & Reach

Stars
39.2k
Forks
3.7k
Last Push
2025-07-09
367 days ago
Commits (4 wk)
0
Downloads (7d)
63
pypi
HN mentions (30d)
12
Open Issues
9
Rank Change
=
was #317

Analysis

HVTrust Dimensions

29.4 / 100 · 100.0% confidence
Safety / IntegrityOSSF, provenance, signatures
5.4 / 25
Identity / ProvenanceListing and build link
10.8 / 18
TransparencyLicense and public checks
12.2 / 17
MaintenanceFreshness and commits
0.0 / 20
AdoptionStars and downloads
13.4 / 20

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 Jul 10, 2026
Signed Commits
Unable to query
Binary-Artifacts 10
Branch-Protection 6
CI-Tests 1
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 367 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.

Ranked neighbours in Memory & Knowledge

AI agent 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
2 detected
Public provider/service dependencies detected.
Credential signal: API keys or service config markers documented.
Tool / Plugin Surface
high confidence
Declared
Declared plugin/integration surface detected.
  • code
  • search
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
How this surface has changed

Detected changes to Quivr'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
Tool Surface Changed
Detected tool/plugin surface changed: none → declared
2026-06-05
Provider Added
Runtime surface grew — new detected provider dependencies: Anthropic, OpenAI

Maintain Quivr?

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.

Reputation Timeline

Rank 9HVTrust 4Listed 1Grade 1Scorecard 1Surface 1Surface 1Warning Issued 1
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)
2026-06-05
Tool Surface Changed
Detected tool/plugin surface changed: none → declared
2026-06-05
Provider Added
Runtime surface grew — new detected provider dependencies: Anthropic, OpenAI
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)
2026-05-27
Scorecard Added
OSSF Scorecard: 4.4/10
2026-05-27
Grade Changed
Trust grade D → C
2026-05-27
HVTrust Changed
HVTrust up 17.0pts (12.0 → 29.0)
2026-05-25
Newly Listed
First tracked at rank #140

Embed Badge Badge guide for maintainers →

HVTrust 29.4 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/quivr.svg)](https://hvtracker.net/agents/quivr)
HTML:
<a href="https://hvtracker.net/agents/quivr"><img src="https://hvtracker.net/badge/quivr.svg" alt="HVTrust"></a>

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 v4.2 · Raw JSON