RAGFlow

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capa

Memory & Knowledge Python Grade B Listed Apache-2.0
Listing state
Listed
HVTrust
76.1/100 · Grade B
Last push
2026-06-04 · 0d ago
Recent change
Rank +10

Quick Trust Read

Verdict
Strong public trust posture, backed by multiple independent signals.
76.1/100 · Grade B
Strongest Signal
Maintenance
20.0/20
Weakest Signal
Safety / Integrity
12.0/25
What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-06-02
Rank Moved
Rank rose 26 spots (#62 → #36)
2026-06-02
HVTrust Changed
HVTrust up 8.2pts (68.2 → 76.4)
2026-06-01
Activity Score Changed
Activity score up 25pts (73 → 98)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 5.6/10. 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.
98.0
Activity Score · out of 100
76.1
HVTrust Score · out of 100
#42
Global Rank · of 206
#7

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. Full methodology →

Signals refreshed 2026-06-04 20:01 UTC · Repo last pushed today

Rank Trend

2026-05-25 2026-06-04

Activity & Reach

Stars
81.9k
Forks
9.4k
Last Push
2026-06-04
today
Commits (4 wk)
551
Downloads (7d)
3,057,182
docker
HN mentions (30d)
2
Open Issues
3285
Rank Change
▼6
was #36

Analysis

HVTrust Dimensions

76.1 / 100 · 100.0% confidence
Safety / IntegrityOSSF, provenance, signatures
12.0 / 25
Identity / ProvenanceListing and build link
10.8 / 18
TransparencyLicense and public checks
13.3 / 17
MaintenanceFreshness and commits
20.0 / 20
AdoptionStars and downloads
20.0 / 20

Activity Inputs

98.0 / 100
StarsRepository reach
29.5 / 30
FreshnessLast push recency
25.0 / 25
ActivityRecent commits
25 / 25
CommunityFork signal
18.5 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
5.6 / 10
via deps.dev · OpenSSF
Signed Commits
100%
of last 100 commits verified
Binary-Artifacts 10
Branch-Protection 0
CI-Tests 8
CII-Best-Practices 0
Code-Review 7
Contributors 10
Dangerous-Workflow 10
Dependency-Update-Tool 10
Fuzzing 0
License 10
Maintained 10
Packaging 10
Pinned-Dependencies 0
SAST 0
Security-Policy 10
Signed-Releases -1
Token-Permissions 0
Vulnerabilities 0

Is RAGFlow safe?

Public supply-chain signals for RAGFlow are strong: it has multiple independent trust indicators in place. This does not replace your own security review, but RAGFlow carries less obvious unverified-evidence risk than projects with thin signals.
Does RAGFlow publish package provenance?
No published build provenance is currently detected for RAGFlow. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does RAGFlow have an OpenSSF Scorecard?
RAGFlow has an OpenSSF Scorecard score of 5.6/10. 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 RAGFlow actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does RAGFlow use?
RAGFlow ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are RAGFlow's commits signed?
100% of the last 100 commits to RAGFlow 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.

Runtime trust — coming soon

HVTrust currently scores supply-chain signals. We're adding runtime trust next: what an agent actually does when it runs — what it can reach, which tools it carries, what external services it depends on. Track progress on the roadmap →

  • MCP support
  • Tool / plugin surface
  • External service deps
  • Package provenance drift

Maintain RAGFlow?

HVTrust scores RAGFlow 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

HVTrust 3Score 3Rank 3Listed 1Scorecard 1
2026-06-02
Rank Moved
Rank rose 26 spots (#62 → #36)
2026-06-02
HVTrust Changed
HVTrust up 8.2pts (68.2 → 76.4)
2026-06-01
Activity Score Changed
Activity score up 25pts (73 → 98)
2026-05-31
Rank Moved
Rank dropped 15 spots (#47 → #62)
2026-05-31
Activity Score Changed
Activity score down 25pts (98 → 73)
2026-05-29
HVTrust Changed
HVTrust up 10.0pts (58.4 → 68.4)
2026-05-28
Rank Moved
Rank dropped 24 spots (#26 → #50)
2026-05-28
Activity Score Changed
Activity score up 25pts (73 → 98)
2026-05-27
Scorecard Added
OSSF Scorecard: 5.8/10
2026-05-27
HVTrust Changed
HVTrust up 30.2pts (27.8 → 58.0)
2026-05-25
Newly Listed
First tracked at rank #25

Embed Badge Badge guide for maintainers →

HVTrust 76.1 Grade B
Markdown:
[![HVTrust](https://hvtracker.net/badge/ragflow.svg)](https://hvtracker.net/agents/ragflow)
HTML:
<a href="https://hvtracker.net/agents/ragflow"><img src="https://hvtracker.net/badge/ragflow.svg" alt="HVTrust"></a>

Other agents in Memory & Knowledge

Data sources
GitHub REST API (repo, commits, stars, forks, license) · OSSF Scorecard via deps.dev · Algolia HN Search API
Each agent's signals refresh once daily across 6 staggered batches. Methodology v3.1 · Raw JSON