UFO

UFO³: Weaving the Digital Agent Galaxy

Browser & Computer Use Python Grade C Listed MIT
Compare → Suggest correction
Listing state
Listed
HVTrust
58.2/100 · Grade C
Evidence coverage
Grade C · 2/5 signals
Last push
2026-07-08 · 3d ago
Recent change
No recent signal change

Is UFO safe? UFO scores 58.2/100 (Grade C), ranked #179 of 328 tracked open-source AI agent projects, on evidence coverage C (2 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 5.6/10; 35% of recent commits are signed; last pushed 2026-07-08. 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.
58.2/100 · Grade C
Strongest Signal
Maintenance
16.2/20
Weakest Signal
Safety / Integrity
8.8/25
What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-06-24
Rank Moved
Rank dropped 21 spots (#166 → #187)
2026-06-23
Activity Score Changed
Activity score up 5pts (70 → 76)
2026-06-20
Rank Moved
Rank rose 10 spots (#160 → #150)
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.
Increase signed commits Raise the share of verified-signed commits to make maintainer identity and release history easier to trust.
76.4
Activity Score · out of 100
58.2
HVTrust Score · out of 100
#179
Global Rank · of 328
#6

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade C 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 2026-07-11 05:00 UTC · Repo last pushed 3 days ago

Rank Trend

2026-07-05 2026-07-11

Activity & Reach

Stars
9.3k
Forks
1.0k
Last Push
2026-07-08
3 days ago
Commits (4 wk)
12
Downloads (7d)
HN mentions (30d)
Open Issues
41
Rank Change
=
was #179

Analysis

HVTrust Dimensions

58.2 / 100 · 100.0% confidence
Safety / IntegrityOSSF, provenance, signatures
8.8 / 25
Identity / ProvenanceListing and build link
10.8 / 18
TransparencyLicense and public checks
13.3 / 17
MaintenanceFreshness and commits
16.2 / 20
AdoptionStars and downloads
9.5 / 20

Activity Inputs

76.4 / 100
StarsRepository reach
23.8 / 30
FreshnessLast push recency
24.6 / 25
ActivityRecent commits
13.9 / 25
CommunityFork signal
14.0 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
5.6 / 10
OpenSSF Scorecard · scanned Jul 11, 2026
Signed Commits
35%
of last 100 commits verified
Binary-Artifacts 10
Branch-Protection 1
CI-Tests 0
CII-Best-Practices 0
Code-Review 3
Contributors 10
Dangerous-Workflow 10
Dependency-Update-Tool 10
Fuzzing 0
License 10
Maintained 10
Packaging -1
Pinned-Dependencies 0
SAST 0
Security-Policy 10
Signed-Releases -1
Token-Permissions 9
Vulnerabilities 0

Is UFO safe?

UFO 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 UFO publish package provenance?
No published build provenance is currently detected for UFO. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does UFO have an OpenSSF Scorecard?
UFO 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 UFO actively maintained?
Actively maintained. The repository was pushed to within the last 3 day(s).
What license does UFO use?
UFO ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are UFO's commits signed?
35% of the last 100 commits to UFO 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 Browser & Computer Use

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
high confidence
Implemented
UFO appears to expose MCP server capabilities.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
4 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.
  • code
Detailed evidence is not shown in the public view.
Package Provenance Drift
N/A
No package source configured
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 UFO'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 → extension-based
2026-06-05
Provider Added
Runtime surface grew — new detected provider dependencies: Anthropic, Azure OpenAI, Google Gemini, OpenAI
2026-06-05
Mcp Status Changed
Detected MCP server support changed: none → implemented

Maintain UFO?

HVTrust scores UFO 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 6Score 3HVTrust 2Scorecard 1MCP 1Surface 1Surface 1
2026-06-24
Rank Moved
Rank dropped 21 spots (#166 → #187)
2026-06-23
Activity Score Changed
Activity score up 5pts (70 → 76)
2026-06-20
Rank Moved
Rank rose 10 spots (#160 → #150)
2026-06-18
Rank Moved
Rank dropped 15 spots (#139 → #154)
2026-06-05
Tool Surface Changed
Detected tool/plugin surface changed: none → extension-based
2026-06-05
Provider Added
Runtime surface grew — new detected provider dependencies: Anthropic, Azure OpenAI, Google Gemini, OpenAI
2026-06-05
Mcp Status Changed
Detected MCP server support changed: none → implemented
2026-06-05
Activity Score Changed
Activity score down 5pts (77 → 72)
2026-06-01
Rank Moved
Rank dropped 15 spots (#92 → #107)
2026-05-29
HVTrust Changed
HVTrust up 9.5pts (50.5 → 60.0)
2026-05-28
Activity Score Changed
Activity score up 16pts (63 → 79)
2026-05-27
Scorecard Added
OSSF Scorecard: 5.8/10
2026-05-27
HVTrust Changed
HVTrust up 12.6pts (34.0 → 46.6)
2026-05-26
Rank Moved
Rank rose 14 spots (#102 → #88)
2026-05-25
Rank Moved
Rank dropped 35 spots (#67 → #102)

Embed Badge Badge guide for maintainers →

HVTrust 58.2 Grade C
Markdown:
[![HVTrust](https://hvtracker.net/badge/ufo.svg)](https://hvtracker.net/agents/ufo)
HTML:
<a href="https://hvtracker.net/agents/ufo"><img src="https://hvtracker.net/badge/ufo.svg" alt="HVTrust"></a>

Other agents in Browser & Computer Use

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