golf

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

Protocols & Tool Integration Python Listed Apache-2.0

Is golf safe? Thin or incomplete trust evidence. Review carefully before production use.

OSSF Scorecard 5.3 / 10
Provenance None
Signed commits 23%
Last push 58d ago
Compare golf

How does it stack up against its Protocols & Tool Integration neighbours?

Pick any agent to compare →
Suggest a correction

In detail: golf scores 48.7/100 (Grade D), ranked #1051 of 1374 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 5.3/10; 23% of recent commits are signed; last pushed 2026-09-09. Every point is earned from checkable signals — never paid placement. How scoring works →

How golf could raise its score

Each line changes one public signal and recomputes with the live scoring function. The gains don't add up exactly, because the score is capped near the top.

Chain of custody

Scanners check what the code says. This traces who ships golf and whether that has changed: from the source repository, through how changes are reviewed and released, to the code you run. These are the checks for OWASP ASI04 Agentic Supply Chain Vulnerabilities.

  1. Source Partly signed

    github.com/golf-mcp/golf, Apache-2.0, last pushed 2026-09-09. 23% of the last 100 commits carry a verified signature; the rest can't be tied to a verified identity.

  2. Review and release Mixed

    OpenSSF Scorecard rates the repository's practices 5.3/10 (scanned Nov 2, 2026). The checks that decide who can get a change released:

    • Code Review0
    • Branch Protection5
    • Signed Releases0
    • Dangerous Workflow10
    • Token Permissions10
    • Pinned Dependencies0
    All 18 Scorecard checks
    Binary-Artifacts 10
    Branch-Protection 5
    CI-Tests 10
    CII-Best-Practices 0
    Code-Review 0
    Contributors 3
    Dangerous-Workflow 10
    Dependency-Update-Tool 0
    Fuzzing 0
    License 10
    Maintained 2
    Packaging -1
    Pinned-Dependencies 0
    SAST 9
    Security-Policy 10
    Signed-Releases 0
    Token-Permissions 10
    Vulnerabilities 10
  3. Published packages None

    No registry package. golf is used from its repository, so what you run is whatever you check out: pin a release tag or commit.

Changes to this chain

  • 2026-08-29 OSSF Scorecard: 5.6/10

Evidence behind this score

Coverage C: 2 of 5 independent evidence types found.

  • GitHub repository data
  • Package downloads (missing)
  • Supply-chain checks
  • Public actions (missing)
  • Community mentions (missing)

Verify this score yourself

Every build re-issues golf’s score as an Ed25519-signed credential, valid for 7 days. You can check it offline against HVTracker’s published key; if anyone changes a number after signing, verification fails.

What this score doesn’t check

It covers who ships the code, not what the code does. It doesn’t read tool descriptions or prompts for injected instructions, watch runtime behaviour, or find bugs nobody has disclosed yet. For that, run a content scanner before you connect it, such as Cisco MCP Scanner or Snyk Agent Scan.

How golf compares in Protocols & Tool Integration

  1. #50 MCPJungle 52.2 +3.5
  2. #51 FastAPI-MCP 51.2 +2.5
  3. #52 golf 48.7 this agent
  4. #53 MCP Bundles 48.2 −0.5
  5. #54 code-mode 42.9 −5.8

Bars show each HVTrust score; the tick marks golf’s 48.7.

Where the 48.7 comes from

HVTrust dimensions vs the Protocols & Tool Integration average

48.7 / 100 · 100.0% confidence

golf Protocols & Tool Integration average (63 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
7.8 / 25
3.3 below avg 11.1
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
1.3 below avg 12.1
Transparency50% declared license · 50% OSSF Scorecard
13.0 / 17
in line with avg 13.0
Maintenance60% last-push freshness · 40% commit activity
8.1 / 20
6.5 below avg 14.6
AdoptionLog-scaled stars · package downloads
7.0 / 20
4.1 below avg 11.1

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-10-19
Grade Changed
Trust grade C → D
2026-10-15
Rank Moved
Rank dropped 10 spots (#989 → #999)
2026-10-09
Rank Moved
Rank dropped 60 spots (#900 → #960)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 5.3/10. 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 58 days ago. Fresh activity helps separate stable projects from stale ones.
43.4
Activity sub-score · out of 100
#52

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 2026-11-06 04:06 UTC · Repo last pushed 58 days ago

Rank Trend

2026-09-29 2026-11-06

Activity & Reach

Stars
841
Forks
75
Last Push
2026-09-09
58 days ago
Commits (4 wk)
0
Downloads (7d)
—
HN mentions (30d)
—
Open Issues
4
Rank Change
▼1
was #1050

Analysis

Activity Inputs

43.4 / 100
StarsRepository reach
17.6 / 30
FreshnessLast push recency
16.9 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
8.7 / 20

Common questions about golf

Public trust evidence for golf 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 golf publish package provenance?
No published build provenance is currently detected for golf. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does golf have an OpenSSF Scorecard?
golf has an OpenSSF Scorecard score of 5.3/10. 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 golf actively maintained?
Slowing down. Last push was 58 days ago — keep an eye on whether activity resumes.
What license does golf use?
golf ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are golf's commits signed?
23% of the last 100 commits to golf 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.

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
high confidence
Implemented
golf appears to expose MCP server capabilities.
Detailed evidence is not shown in the public view.
External Service Dependencies
None detected
No clear third-party provider dependency detected.
Credential signal: No explicit API-key/config marker detected.
Tool / Plugin Surface
None detected
No clear plugin system or broad tool surface detected.
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 golf'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.

2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented
2026-08-31
Activity Resumed
Activity resumed

Maintain golf?

For maintainers

HVTrust scores golf 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
Rank 25HVTrust 3Grade 3Scorecard 1Score 1Fresh 1Delisted 1Listed 1MCP 1
2026-10-19
Grade Changed
Trust grade C → D
2026-10-15
Rank Moved
Rank dropped 10 spots (#989 → #999)
2026-10-09
Rank Moved
Rank dropped 60 spots (#900 → #960)
2026-10-07
Rank Moved
Rank dropped 10 spots (#891 → #901)
2026-10-05
Rank Moved
Rank dropped 24 spots (#868 → #892)
2026-10-01
Rank Moved
Rank dropped 21 spots (#842 → #863)
2026-09-25
Rank Moved
Rank dropped 13 spots (#815 → #828)
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented
2026-09-23
Grade Changed
Trust grade D → C
2026-09-23
Rank Moved
Rank dropped 331 spots (#482 → #813)
2026-09-23
HVTrust Changed
HVTrust up 11.7pts (42.4 → 54.1)
2026-09-22
Newly Listed
First tracked at rank #482
2026-09-21
Removed From Active Tracking
Removed from active tracking
2026-09-18
Rank Moved
Rank rose 28 spots (#830 → #802)
2026-09-12
Rank Moved
Rank dropped 11 spots (#809 → #820)
2026-09-11
Rank Moved
Rank dropped 12 spots (#797 → #809)
2026-09-07
Rank Moved
Rank dropped 38 spots (#759 → #797)
2026-09-06
Rank Moved
Rank dropped 13 spots (#746 → #759)
2026-09-05
Rank Moved
Rank dropped 41 spots (#705 → #746)
2026-09-04
Rank Moved
Rank dropped 24 spots (#681 → #705)
2026-09-03
Rank Moved
Rank dropped 67 spots (#614 → #681)
2026-09-02
Rank Moved
Rank dropped 49 spots (#565 → #614)
2026-09-01
Rank Moved
Rank rose 15 spots (#580 → #565)
2026-08-31
Activity Resumed
Activity resumed
2026-08-31
Grade Changed
Trust grade D → C
2026-08-31
Rank Moved
Rank rose 145 spots (#725 → #580)
2026-08-31
HVTrust Changed
HVTrust up 7.6pts (45.5 → 53.1)
2026-08-31
Activity Score Changed
Activity score up 16pts (35 → 51)
2026-08-30
Rank Moved
Rank dropped 25 spots (#700 → #725)
2026-08-29
Scorecard Added
OSSF Scorecard: 5.6/10
2026-08-29
Rank Moved
Rank rose 533 spots (#1233 → #700)
2026-08-29
HVTrust Changed
HVTrust up 27.7pts (17.9 → 45.6)
2026-08-28
Rank Moved
Rank dropped 10 spots (#1223 → #1233)
2026-08-27
Rank Moved
Rank dropped 13 spots (#1210 → #1223)
2026-08-26
Rank Moved
Rank dropped 38 spots (#1172 → #1210)
2026-08-16
Rank Moved
Rank dropped 27 spots (#1139 → #1166)
2026-08-10
Rank Moved
Rank dropped 70 spots (#1066 → #1136)

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 48.7 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/golf.svg)](https://hvtracker.net/agents/golf)
HTML:
<a href="https://hvtracker.net/agents/golf"><img src="https://hvtracker.net/badge/golf.svg" alt="HVTrust"></a>

Other agents in Protocols & Tool Integration

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 v4.4 · Raw JSON