Is Mirroir MCP safe to use?

Mirroir MCP has an HVTrust score of 53.4/100 (Grade C), ranked #665 of 1320 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for Mirroir MCP?

Mirroir MCP scores 53.4/100 on HVTracker's evidence-weighted HVTrust scale. It has 207 GitHub stars and is categorized under MCP Servers.

Mirroir MCP

jfarcand/mirroir-mcp

MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type —

MCP Servers Swift Grade C Listed Apache-2.0

53.4/100

Rank #665 of 1320

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Thin or incomplete trust evidence. Review carefully before production use.

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Listing state

Listed

Evidence coverage

Grade C · 2/5 signals

Last push

2026-09-01 · 3d ago

Recent change

Rank +6

Is Mirroir MCP safe? Mirroir MCP scores 53.4/100 (Grade C), ranked #665 of 1320 tracked open-source AI agent projects, on evidence coverage C (2 of 5 independent signal types). The public evidence: its packages ship with cryptographic provenance; OSSF Scorecard rates its supply-chain practices 5.3/10; 84% of recent commits are signed; last pushed 2026-09-01. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in MCP Servers

#326 Figma MCP Rust — 53.5 (C) → #327 Scrivener MCP — 53.4 (C) → #329 Elasticsearch MCP Server — 53.3 (C) → #330 Awkoy Notion MCP Server — 53.3 (C) →

Quick Trust Read

What Would Improve It

Expose more independent signals, such as package metadata, provenance, or public usage evidence.

Recent Changes

2026-09-04

Rank Moved

Rank dropped 11 spots (#654 → #665)

2026-09-03

Rank Moved

Rank dropped 33 spots (#621 → #654)

2026-09-02

Rank Moved

Rank rose 23 spots (#644 → #621)

Maintainer Checklist

Raise Scorecard signals Current OSSF Scorecard is 5.3/10. Tighten the weakest checks to improve public safety evidence.

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66.2

Activity sub-score · out of 100

#328

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 2026-09-04

Activity & Reach

Stars

207

Forks

Last Push

2026-09-01

3 days ago

Commits (4 wk)

Downloads (7d)

—

HN mentions (30d)

—

Open Issues

Rank Change

▼11

was #654

Analysis

HVTrust Dimensions vs MCP Servers

53.4 / 100 · 67.0% confidence

Mirroir MCP MCP Servers average (778 agents)

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

18.3 / 25

8.8 above avg 9.5

Identity / Provenance60% listing status · 40% build provenance

18.0 / 18

4.6 above avg 13.4

Transparency50% declared license · 50% OSSF Scorecard

13.0 / 17

1.2 above avg 11.8

Maintenance60% last-push freshness · 40% commit activity

18.4 / 20

6.2 above avg 12.2

AdoptionLog-scaled stars · package downloads

5.6 / 20

0.6 below avg 6.2

Activity Inputs

66.2 / 100

StarsRepository reach

13.9 / 30

FreshnessLast push recency

24.6 / 25

ActivityRecent commits

20.7 / 25

CommunityFork signal

7.0 / 20

Supply Chain Trust

Package Provenance

Verified

npm attestation

OSSF Scorecard

5.3 / 10

OpenSSF Scorecard · scanned Aug 29, 2026

Signed Commits

84%

of last 100 commits verified

Binary-Artifacts 10

Branch-Protection 0

CI-Tests -1

CII-Best-Practices 0

Code-Review 0

Contributors 3

Dangerous-Workflow 10

Dependency-Update-Tool 10

Fuzzing 0

License 10

Maintained 10

Packaging 10

Pinned-Dependencies 0

SAST 10

Security-Policy 3

Signed-Releases 0

Token-Permissions 0

Vulnerabilities 10

Is Mirroir MCP safe?

Public trust evidence for Mirroir MCP 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 Mirroir MCP publish package provenance?

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

Does Mirroir MCP have an OpenSSF Scorecard?

Mirroir MCP 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 Mirroir MCP actively maintained?

Actively maintained. The repository was pushed to within the last 3 day(s).

What license does Mirroir MCP use?

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

Are Mirroir MCP's commits signed?

84% of the last 100 commits to Mirroir MCP 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

Mirroir MCP appears to expose MCP server capabilities.

Detailed evidence is not shown in the public view.

External Service Dependencies

high confidence

2 detected

Public provider/service dependencies detected.

Credential signal: API keys or service config markers documented.

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

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

Maintain Mirroir MCP?

For maintainers

HVTrust scores Mirroir MCP 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

2026-09-04

Rank Moved

Rank dropped 11 spots (#654 → #665)

2026-09-03

Rank Moved

Rank dropped 33 spots (#621 → #654)

2026-09-02

Rank Moved

Rank rose 23 spots (#644 → #621)

2026-09-01

Rank Moved

Rank dropped 23 spots (#621 → #644)

2026-08-31

Rank Moved

Rank dropped 29 spots (#592 → #621)

2026-08-29

Rank Moved

Rank dropped 34 spots (#553 → #587)

2026-08-28

Rank Moved

Rank dropped 11 spots (#542 → #553)

2026-08-27

Rank Moved

Rank dropped 15 spots (#527 → #542)

2026-08-26

Scorecard Added

OSSF Scorecard: 5.3/10

2026-08-26

Grade Changed

Trust grade D → C

2026-08-26

Rank Moved

Rank rose 38 spots (#565 → #527)

2026-08-26

HVTrust Changed

HVTrust up 7.4pts (43.6 → 51.0)

2026-08-24

Rank Moved

Rank dropped 14 spots (#551 → #565)

2026-08-22

Rank Moved

Rank rose 16 spots (#569 → #553)

2026-08-19

Rank Moved

Rank dropped 11 spots (#558 → #569)

2026-08-17

Rank Moved

Rank rose 11 spots (#568 → #557)

2026-08-12

Rank Moved

Rank rose 12 spots (#572 → #560)

2026-08-10

Rank Moved

Rank dropped 21 spots (#550 → #571)

2026-08-08

Newly Listed

First tracked at rank #554

GitHub → npm: mirroir-mcp

Embed Badge Badge guide for maintainers →

For maintainers

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Other agents in MCP Servers

Data sources
GitHub REST API (repo, commits, stars, forks, license) · npm Registry (downloads, provenance) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.3 · Raw JSON