Browser Harness

Browser Harness | Self-healing harness that enables LLMs to complete any task.

Browser & Computer Use Python Grade A Listed MIT
88.1/100
Rank #21 of 1204
Compare Browser Harness

How does it stack up against its Browser & Computer Use neighbours?

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Strong public trust posture, backed by multiple independent signals.

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Listing state
Listed
Evidence coverage
Grade B · 3/5 signals
Last push
2026-08-03 · 6d ago
Recent change
No recent signal change

Is Browser Harness safe? Browser Harness scores 88.1/100 (Grade A), ranked #21 of 1204 tracked open-source AI agent projects, on evidence coverage B (3 of 5 independent signal types). The public evidence: its packages ship with cryptographic provenance; OSSF Scorecard rates its supply-chain practices 6.1/10; 39% of recent commits are signed; last pushed 2026-08-03. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in Browser & Computer Use

Quick Trust Read

What Would Improve It
Increase the share of verified signed commits for clearer maintainer identity.
Recent Changes
2026-07-17
Provider Added
Runtime surface grew — new detected provider dependency: Anthropic
2026-07-15
Scorecard Added
OSSF Scorecard: 5.3/10
2026-07-15
Grade Changed
Trust grade D → A
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 6.1/10. Tighten the weakest checks to improve public safety evidence.
Increase signed commits Raise the share of verified-signed commits to make maintainer identity and release history easier to trust.
84.5
Activity sub-score · out of 100
#1

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade A reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage B is separate — it grades how many independent signal types back the score (3 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-08-09 19:01 UTC · Repo last pushed 6 days ago

Activity & Reach

Stars
16.6k
Forks
1.6k
Last Push
2026-08-03
6 days ago
Commits (4 wk)
39
Downloads (7d)
2,493,083
pypi
HN mentions (30d)
Open Issues
17
Rank Change
▲1
was #22

Analysis

HVTrust Dimensions vs Browser & Computer Use

88.1 / 100 · 100.0% confidence

Browser Harness Browser & Computer Use average (34 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
17.1 / 25
9.4 above avg 7.8
Identity / Provenance60% listing status · 40% build provenance
18.0 / 18
5.9 above avg 12.1
Transparency50% declared license · 50% OSSF Scorecard
13.7 / 17
2.5 above avg 11.2
Maintenance60% last-push freshness · 40% commit activity
18.0 / 20
6.0 above avg 12.0
AdoptionLog-scaled stars · package downloads
18.7 / 20
7.9 above avg 10.8

Activity Inputs

84.5 / 100
StarsRepository reach
25.3 / 30
FreshnessLast push recency
24.2 / 25
ActivityRecent commits
20.0 / 25
CommunityFork signal
14.9 / 20

Supply Chain Trust

Package Provenance
Verified
pypi attestation
OSSF Scorecard
6.1 / 10
OpenSSF Scorecard · scanned Aug 9, 2026
Signed Commits
39%
of last 100 commits verified
Binary-Artifacts 10
Branch-Protection 3
CI-Tests 10
CII-Best-Practices 0
Code-Review 0
Contributors 10
Dangerous-Workflow 10
Dependency-Update-Tool 0
Fuzzing 0
License 10
Maintained 10
Packaging 10
Pinned-Dependencies 0
SAST 10
Security-Policy 0
Signed-Releases -1
Token-Permissions 9
Vulnerabilities 10

Is Browser Harness safe?

Public supply-chain signals for Browser Harness are strong: it has multiple independent trust indicators in place. This does not replace your own security review, but Browser Harness carries less obvious unverified-evidence risk than projects with thin signals.
Does Browser Harness publish package provenance?
Yes. Browser Harness's package releases carry build provenance attestations, which cryptographically link the published package back to its source repository and CI workflow.
Does Browser Harness have an OpenSSF Scorecard?
Browser Harness has an OpenSSF Scorecard score of 6.1/10. 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 Browser Harness actively maintained?
Actively maintained. The repository was pushed to within the last 6 day(s).
What license does Browser Harness use?
Browser Harness ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Browser Harness's commits signed?
39% of the last 100 commits to Browser Harness 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.

Compare Browser Harness head-to-head

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
medium confidence
1 detected
Public provider/service dependencies detected.
Credential signal: No explicit API-key/config marker detected.
Tool / Plugin Surface
medium confidence
Declared
Declared plugin/integration surface detected.
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
How this surface has changed

Detected changes to Browser Harness'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.

2026-07-17
Provider Added
Runtime surface grew — new detected provider dependency: Anthropic

Maintain Browser Harness?

For maintainers

HVTrust scores Browser Harness 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

Signal history
Listed 1HVTrust 1Rank 1Grade 1Scorecard 1Surface 1
2026-07-17
Provider Added
Runtime surface grew — new detected provider dependency: Anthropic
2026-07-15
Scorecard Added
OSSF Scorecard: 5.3/10
2026-07-15
Grade Changed
Trust grade D → A
2026-07-15
Rank Moved
Rank rose 278 spots (#297 → #19)
2026-07-15
HVTrust Changed
HVTrust up 40.2pts (47.3 → 87.5)
2026-07-14
Newly Listed
First tracked at rank #297

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 88.1 Grade A
Markdown:
[![HVTrust](https://hvtracker.net/badge/browser-harness.svg)](https://hvtracker.net/agents/browser-harness)
HTML:
<a href="https://hvtracker.net/agents/browser-harness"><img src="https://hvtracker.net/badge/browser-harness.svg" alt="HVTrust"></a>

Other agents in Browser & Computer Use

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