Is Ros MCP Server safe to use?

Ros MCP Server has an HVTrust score of 72.3/100 (Grade B), ranked #282 of 1325 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for Ros MCP Server?

Ros MCP Server scores 72.3/100 on HVTracker's evidence-weighted HVTrust scale. It has 1.5k GitHub stars and is categorized under MCP Servers.

Ros MCP Server

robotmcp/ros-mcp-server

Connect AI models like Claude & GPT with robots using MCP and ROS.

MCP Servers Python Listed Apache-2.0

Is Ros MCP Server safe? Promising trust profile, but some evidence still deserves review.

OSSF Scorecard 3.8 / 10

Provenance Attested

Signed commits 82%

Last push yesterday

Compare Ros MCP Server

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In detail: Ros MCP Server scores 72.3/100 (Grade B), ranked #282 of 1325 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 3.8/10; 82% of recent commits are signed; last pushed 2026-09-25. Every point is earned from checkable signals — never paid placement. How scoring works →

How Ros MCP Server compares in MCP Servers

Bars show each HVTrust score; the tick marks Ros MCP Server’s 72.3.

Where the 72.3 comes from

HVTrust dimensions vs the MCP Servers average

72.3 / 100 · 100.0% confidence

Ros MCP Server MCP Servers average (775 agents)

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

16.4 / 25

6.1 above avg 10.3

Identity / Provenance60% listing status · 40% build provenance

18.0 / 18

4.6 above avg 13.4

Transparency50% declared license · 50% OSSF Scorecard

11.7 / 17

0.5 below avg 12.2

Maintenance60% last-push freshness · 40% commit activity

12.9 / 20

0.8 above avg 12.1

AdoptionLog-scaled stars · package downloads

11.3 / 20

4.1 above avg 7.2

Quick Trust Read

What Would Improve It

Improve adoption to lift the weakest part of the trust profile.

Recent Changes

2026-09-24

Rank Moved

Rank rose 13 spots (#303 → #290)

2026-09-23

Mcp Status Changed

Detected MCP server support changed: none → implemented

2026-09-23

Provenance Added

Package provenance attestation detected

Maintainer Checklist

Raise Scorecard signals Current OSSF Scorecard is 3.8/10. Tighten the weakest checks to improve public safety evidence.

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60.8

Activity sub-score · out of 100

#167

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 B 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 →

Rank Trend

2026-08-11 2026-09-26

Activity & Reach

Stars

1.5k

Forks

213

Last Push

2026-09-25

yesterday

Commits (4 wk)

Downloads (7d)

566

pypi

HN mentions (30d)

—

Open Issues

Rank Change

▲2

was #284

Analysis

Activity Inputs

60.8 / 100

StarsRepository reach

19.0 / 30

FreshnessLast push recency

24.9 / 25

ActivityRecent commits

6.0 / 25

CommunityFork signal

10.8 / 20

Supply Chain Trust

Package Provenance

Verified

pypi attestation

OSSF Scorecard

3.8 / 10

OpenSSF Scorecard · scanned Sep 21, 2026

Signed Commits

82%

of last 100 commits verified

Binary-Artifacts 10

Branch-Protection 4

CI-Tests 10

CII-Best-Practices 0

Code-Review 6

Contributors 10

Dangerous-Workflow 10

Dependency-Update-Tool 0

Fuzzing 0

License 10

Maintained 0

Packaging 10

Pinned-Dependencies 0

SAST 0

Security-Policy 0

Signed-Releases -1

Token-Permissions 0

Vulnerabilities 0

Common questions about Ros MCP Server

Ros MCP Server 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 Ros MCP Server publish package provenance?

Yes. Ros MCP Server's package releases carry build provenance attestations, which cryptographically link the published package back to its source repository and CI workflow.

Does Ros MCP Server have an OpenSSF Scorecard?

Ros MCP Server has an OpenSSF Scorecard score of 3.8/10. 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 Ros MCP Server actively maintained?

Actively maintained. The repository was pushed to within the last 1 day(s).

What license does Ros MCP Server use?

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

Are Ros MCP Server's commits signed?

82% of the last 100 commits to Ros 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

Ros 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

low confidence

Unknown

Package source metadata is missing or inconclusive

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 Ros 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

2026-09-23

Provenance Added

Package provenance attestation detected

Maintain Ros MCP Server?

For maintainers

HVTrust scores Ros 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

2026-09-24

Rank Moved

Rank rose 13 spots (#303 → #290)

2026-09-23

Mcp Status Changed

Detected MCP server support changed: none → implemented

2026-09-23

Provenance Added

Package provenance attestation detected

2026-09-23

Grade Changed

Trust grade D → B

2026-09-23

Rank Moved

Rank rose 618 spots (#921 → #303)

2026-09-23

HVTrust Changed

HVTrust up 45.1pts (26.4 → 71.5)

2026-09-22

Newly Listed

First tracked at rank #921

2026-09-21

Removed From Active Tracking

Removed from active tracking

2026-09-19

Rank Moved

Rank dropped 27 spots (#285 → #312)

2026-09-07

Rank Moved

Rank dropped 16 spots (#244 → #260)

2026-09-05

Rank Moved

Rank dropped 52 spots (#188 → #240)

2026-08-31

Rank Moved

Rank dropped 20 spots (#145 → #165)

2026-08-26

Scorecard Added

OSSF Scorecard: 4.6/10

2026-08-26

Grade Changed

Trust grade C → B

2026-08-26

Rank Moved

Rank rose 152 spots (#288 → #136)

2026-08-26

HVTrust Changed

HVTrust up 9.6pts (62.7 → 72.3)

2026-08-24

Rank Moved

Rank dropped 13 spots (#268 → #281)

2026-08-22

Rank Moved

Rank rose 14 spots (#287 → #273)

2026-08-19

Rank Moved

Rank dropped 15 spots (#272 → #287)

2026-08-17

Rank Moved

Rank rose 16 spots (#289 → #273)

2026-08-13

Rank Moved

Rank dropped 20 spots (#264 → #284)

2026-08-12

Rank Moved

Rank rose 21 spots (#285 → #264)

2026-08-10

Rank Moved

Rank dropped 17 spots (#266 → #283)

2026-08-08

Newly Listed

First tracked at rank #264

GitHub → PyPI: ros-mcp

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For maintainers

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Other agents in MCP Servers

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 v4.3 · Raw JSON