Is GPU MCP Server safe to use?

GPU MCP Server has an HVTrust score of 52.6/100 (Grade C), ranked #862 of 1325 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for GPU MCP Server?

GPU MCP Server scores 52.6/100 on HVTracker's evidence-weighted HVTrust scale. It has 15 GitHub stars and is categorized under MCP Servers.

GPU MCP Server

pmady/gpu-mcp-server

MCP server for NVIDIA GPU metrics give AI agents real-time access to GPU utilization, memory, temperature, and power

MCP Servers HCL Listed Apache-2.0

Is GPU MCP Server safe? Thin or incomplete trust evidence. Review carefully before production use.

OSSF Scorecard 5.5 / 10

Provenance None

Signed commits 72%

Last push 5d ago

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In detail: GPU MCP Server scores 52.6/100 (Grade C), ranked #862 of 1325 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 5.5/10; 72% of recent commits are signed; last pushed 2026-09-21. Every point is earned from checkable signals — never paid placement. How scoring works →

How GPU MCP Server compares in MCP Servers

#486 Serial MCP Server 52.9 +0.3
#487 Pulsemcp MCP Servers 52.8 +0.2
#488 GPU MCP Server 52.6 this agent
#489 MCPfinder - MCP Server Discovery 52.6 ±0
#490 SunoMCP 52.5 −0.1

Bars show each HVTrust score; the tick marks GPU MCP Server’s 52.6.

Where the 52.6 comes from

HVTrust dimensions vs the MCP Servers average

52.6 / 100 · 100.0% confidence

GPU MCP Server MCP Servers average (775 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits

10.5 / 25

in line with avg 10.3

Identity / Provenance60% listing status · 40% build provenance

10.8 / 18

2.6 below avg 13.4

Transparency50% declared license · 50% OSSF Scorecard

13.2 / 17

1.0 above avg 12.2

Maintenance60% last-push freshness · 40% commit activity

13.2 / 20

1.1 above avg 12.1

AdoptionLog-scaled stars · package downloads

2.9 / 20

4.3 below avg 7.2

Quick Trust Read

What Would Improve It

Publish package provenance or release attestations for stronger supply-chain evidence.

Recent Changes

2026-09-25

Rank Moved

Rank dropped 11 spots (#853 → #864)

2026-09-23

Mcp Status Changed

Detected MCP server support changed: none → implemented

2026-09-23

Grade Changed

Trust grade D → C

Maintainer Checklist

Raise Scorecard signals Current OSSF Scorecard is 5.5/10. 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.

Compare with another agent Get email alerts for GPU MCP Server View MCP Servers Report missing data

46.5

Activity sub-score · out of 100

#488

In MCP Servers

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 →

Rank Trend

2026-08-11 2026-09-26

Activity & Reach

Stars

Forks

Last Push

2026-09-21

5 days ago

Commits (4 wk)

Downloads (7d)

—

HN mentions (30d)

—

Open Issues

Rank Change

▲2

was #864

Analysis

Activity Inputs

46.5 / 100

StarsRepository reach

7.2 / 30

FreshnessLast push recency

24.3 / 25

ActivityRecent commits

9.7 / 25

CommunityFork signal

5.3 / 20

Supply Chain Trust

Package Provenance

None

No package attestations found

OSSF Scorecard

5.5 / 10

OpenSSF Scorecard · scanned Sep 7, 2026 (refresh pending)

Signed Commits

72%

of last 100 commits verified

Binary-Artifacts 10

Branch-Protection 3

CI-Tests 10

CII-Best-Practices 0

Code-Review 10

Contributors 3

Dangerous-Workflow 10

Dependency-Update-Tool 10

Fuzzing 0

License 10

Maintained 0

Packaging 10

Pinned-Dependencies 1

SAST 10

Security-Policy 4

Signed-Releases 0

Token-Permissions 0

Vulnerabilities 6

Common questions about GPU MCP Server

Public trust evidence for GPU MCP Server 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 GPU MCP Server publish package provenance?

No published build provenance is currently detected for GPU MCP Server. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.

Does GPU MCP Server have an OpenSSF Scorecard?

GPU MCP Server has an OpenSSF Scorecard score of 5.5/10. 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 GPU MCP Server actively maintained?

Actively maintained. The repository was pushed to within the last 5 day(s).

What license does GPU MCP Server use?

GPU MCP Server ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.

Are GPU MCP Server's commits signed?

72% of the last 100 commits to GPU MCP Server 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

GPU MCP Server 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 GPU MCP Server'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

Maintain GPU MCP Server?

For maintainers

HVTrust scores GPU MCP Server 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.

Submit a correction → Add the trust badge

Reputation Timeline

Signal history

2026-09-25

Rank Moved

Rank dropped 11 spots (#853 → #864)

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 rose 41 spots (#893 → #852)

2026-09-23

HVTrust Changed

HVTrust up 25.9pts (26.9 → 52.8)

2026-09-22

Newly Listed

First tracked at rank #893

2026-09-21

Removed From Active Tracking

Removed from active tracking

2026-09-19

Rank Moved

Rank rose 19 spots (#896 → #877)

2026-09-12

Rank Moved

Rank rose 28 spots (#902 → #874)

2026-09-11

Rank Moved

Rank dropped 14 spots (#888 → #902)

2026-09-09

Grade Changed

Trust grade D → C

2026-09-09

Rank Moved

Rank rose 310 spots (#1197 → #887)

2026-09-09

HVTrust Changed

HVTrust up 14.3pts (36.7 → 51.0)

2026-09-09

Activity Score Changed

Activity score down 10pts (46 → 36)

2026-09-08

Grade Changed

Trust grade C → D

2026-09-08

Rank Moved

Rank dropped 427 spots (#770 → #1197)

2026-09-08

HVTrust Changed

HVTrust down 17.5pts (54.2 → 36.7)

2026-09-06

Rank Moved

Rank dropped 13 spots (#761 → #774)

2026-09-05

Rank Moved

Rank dropped 68 spots (#693 → #761)

2026-09-04

Rank Moved

Rank dropped 23 spots (#670 → #693)

2026-09-03

Rank Moved

Rank dropped 85 spots (#585 → #670)

2026-09-02

Rank Moved

Rank dropped 29 spots (#556 → #585)

2026-09-01

Rank Moved

Rank dropped 17 spots (#539 → #556)

2026-08-31

Rank Moved

Rank dropped 30 spots (#509 → #539)

2026-08-30

Rank Moved

Rank rose 11 spots (#520 → #509)

2026-08-29

Rank Moved

Rank dropped 17 spots (#503 → #520)

2026-08-27

Rank Moved

Rank dropped 11 spots (#488 → #499)

2026-08-26

Rank Moved

Rank dropped 56 spots (#432 → #488)

2026-08-25

Rank Moved

Rank dropped 22 spots (#410 → #432)

2026-08-24

Rank Moved

Rank dropped 16 spots (#394 → #410)

2026-08-22

Rank Moved

Rank rose 29 spots (#423 → #394)

2026-08-20

Rank Moved

Rank dropped 12 spots (#413 → #425)

2026-08-19

Rank Moved

Rank dropped 13 spots (#400 → #413)

2026-08-17

Rank Moved

Rank rose 11 spots (#413 → #402)

2026-08-16

Rank Moved

Rank dropped 10 spots (#403 → #413)

2026-08-13

Rank Moved

Rank dropped 19 spots (#383 → #402)

2026-08-10

Rank Moved

Rank dropped 12 spots (#375 → #387)

2026-08-08

Newly Listed

First tracked at rank #374

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Other agents in MCP Servers

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 v4.3 · Raw JSON