OpenViking

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

Memory & Knowledge Python Grade D Listed AGPL-3.0
Compare → Suggest correction
Listing state
Listed
HVTrust
47.1/100 · Grade D
Evidence coverage
Grade C · 2/5 signals
Last push
2026-07-14 · 1d ago
Recent change
New

Is OpenViking safe? OpenViking scores 47.1/100 (Grade D), ranked #298 of 417 tracked open-source AI agent projects, on evidence coverage C (2 of 5 independent signal types). The public evidence: its packages ship with cryptographic provenance; no OSSF Scorecard result yet; 100% of recent commits are signed; last pushed 2026-07-14. Every point is earned from checkable signals — never paid placement. How scoring works →

Quick Trust Read

Verdict
Thin or incomplete trust evidence. Review carefully before production use.
47.1/100 · Grade D
Strongest Signal
Identity / Provenance
18.0/18
Weakest Signal
Safety / Integrity
12.5/25
What Would Improve It
Add or improve OSSF Scorecard coverage so safety checks are easier to verify.
Recent Changes
2026-07-14
Newly Listed
First tracked at rank #298
Maintainer Checklist
Add Scorecard coverage Expose the repository to OpenSSF Scorecard checks so supply-chain posture is easier to verify.
92.0
Activity Score · out of 100
47.1
HVTrust Score · out of 100
#298
Global Rank · of 417
#29

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 →

Signals refreshed 2026-07-15 01:00 UTC · Repo last pushed yesterday

Rank Trend

2026-07-14 2026-07-15

Activity & Reach

Stars
26.7k
Forks
2.1k
Last Push
2026-07-14
yesterday
Commits (4 wk)
306
Downloads (7d)
HN mentions (30d)
Open Issues
83
Rank Change
=
was #298

Analysis

HVTrust Dimensions

47.1 / 100 · 67.0% confidence
Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
12.5 / 25
Identity / Provenance60% listing status · 40% build provenance
18.0 / 18
Transparency50% declared license · 50% OSSF Scorecard
8.5 / 17
Maintenance60% last-push freshness · 40% commit activity
19.9 / 20
Adoption60% stars · 40% downloads, log-scaled
10.6 / 20

Activity Inputs

92.0 / 100
StarsRepository reach
26.6 / 30
FreshnessLast push recency
24.9 / 25
ActivityRecent commits
25 / 25
CommunityFork signal
15.4 / 20

Supply Chain Trust

Package Provenance
Verified
pypi attestation
OSSF Scorecard
Not available
Signed Commits
100%
of last 100 commits verified

Is OpenViking safe?

Public trust evidence for OpenViking 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 OpenViking publish package provenance?
Yes. OpenViking's package releases carry build provenance attestations, which cryptographically link the published package back to its source repository and CI workflow.
Does OpenViking have an OpenSSF Scorecard?
No OpenSSF Scorecard data is currently published for OpenViking. Maintainers can enable the Scorecard GitHub Action to get a public score; without it, automated supply-chain hygiene is harder for outsiders to verify.
Is OpenViking actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does OpenViking use?
OpenViking ships under AGPL-3.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are OpenViking's commits signed?
100% of the last 100 commits to OpenViking 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.

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
medium 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
5 detected
Public provider/service dependencies detected.
Credential signal: No explicit API-key/config marker detected.
Tool / Plugin Surface
high confidence
Extensions
Extension based plugin/integration surface detected.
  • search
  • shell
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

Maintain OpenViking?

HVTrust scores OpenViking 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

Listed 1
2026-07-14
Newly Listed
First tracked at rank #298

Embed Badge Badge guide for maintainers →

HVTrust 47.1 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/openviking.svg)](https://hvtracker.net/agents/openviking)
HTML:
<a href="https://hvtracker.net/agents/openviking"><img src="https://hvtracker.net/badge/openviking.svg" alt="HVTrust"></a>

Other agents in Memory & Knowledge

Data sources
GitHub REST API (repo, commits, stars, forks, license) · PyPI / pypistats (downloads, provenance)
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.2 · Raw JSON