Is Mirroir MCP safe to use?

Mirroir MCP has an HVTrust score of 42.7/100 (Grade D), ranked #573 of 1283 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 42.7/100 on HVTracker's evidence-weighted HVTrust scale. It has 162 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 D Listed Apache-2.0

42.7/100

Rank #573 of 1283

Compare Mirroir MCP

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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

2026-08-09 · 3d ago

Recent change

Rank +1

Is Mirroir MCP safe? Mirroir MCP scores 42.7/100 (Grade D), ranked #573 of 1283 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; no OSSF Scorecard result yet; 87% of recent commits are signed; last pushed 2026-08-09. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in MCP Servers

#217 Brightspace MCP — 42.8 (D) → #218 Storybook MCP Addon — 42.8 (D) → #220 E18e MCP — 42.7 (D) → #221 MCP Rubber Duck — 42.5 (D) →

Quick Trust Read

What Would Improve It

Add or improve OSSF Scorecard coverage so safety checks are easier to verify.

Recent Changes

2026-08-10

Rank Moved

Rank dropped 21 spots (#550 → #571)

2026-08-08

Newly Listed

First tracked at rank #554

Maintainer Checklist

Add Scorecard coverage Expose the repository to OpenSSF Scorecard checks so supply-chain posture is easier to verify.

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56.3

Activity sub-score · out of 100

#219

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 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 →

Rank Trend

2026-08-11 2026-08-12

Activity & Reach

Stars

162

Forks

Last Push

2026-08-09

3 days ago

Commits (4 wk)

Downloads (7d)

—

HN mentions (30d)

—

Open Issues

Rank Change

▼1

was #572

Analysis

HVTrust Dimensions vs MCP Servers

42.7 / 100 · 67.0% confidence

Mirroir MCP MCP Servers average (761 agents)

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

11.8 / 25

6.8 above avg 5.0

Identity / Provenance60% listing status · 40% build provenance

18.0 / 18

4.7 above avg 13.3

Transparency50% declared license · 50% OSSF Scorecard

8.5 / 17

in line with avg 8.8

Maintenance60% last-push freshness · 40% commit activity

13.7 / 20

1.3 above avg 12.4

AdoptionLog-scaled stars · package downloads

5.3 / 20

in line with avg 5.8

Activity Inputs

56.3 / 100

StarsRepository reach

13.3 / 30

FreshnessLast push recency

24.6 / 25

ActivityRecent commits

11.9 / 25

CommunityFork signal

6.4 / 20

Supply Chain Trust

Package Provenance

Verified

npm attestation

OSSF Scorecard

—

Not available

Signed Commits

87%

of last 100 commits verified

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?

No OpenSSF Scorecard data is currently published for Mirroir MCP. Maintainers can enable the Scorecard GitHub Action to get a public score; without it, automated supply-chain hygiene is harder for outsiders to verify.

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?

87% 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

2026-08-10

Rank Moved

Rank dropped 21 spots (#550 → #571)

2026-08-08

Newly Listed

First tracked at rank #554

GitHub → npm: mirroir-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) · npm Registry (downloads, provenance)
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.3 · Raw JSON