updated 2026-11-10 04:07 UTC

Mirroir MCP

Repository Website

Drive a real, stock iPhone (and any macOS app) from any MCP client via iPhone Mirroring — no Developer Mode, no Xcode, no WebDriverAgent. Tap, swipe, type, OCR, plus replayable AI-authored test skills.

MCP Servers Swift Listed Apache-2.0

Is Mirroir MCP safe? Strong public trust posture, backed by multiple independent signals.

OSSF Scorecard 5.3 / 10
Provenance Attested
Signed commits 91%
Last push yesterday
Advisories None known
Compare Mirroir MCP

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In detail: Mirroir MCP scores 85.1/100 (Grade A), ranked #94 of 1374 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 5.3/10; 91% of recent commits are signed; no published advisory affects its latest release (mirroir-mcp); last pushed 2026-11-09. Every point is earned from checkable signals — never paid placement. How scoring works →

How Mirroir MCP 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.

Already done? Suggest a correctionAdd the trust badge

Chain of custody

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

  1. Source Signed

    github.com/jfarcand/mirroir-mcp, Apache-2.0, last pushed 2026-11-09. 91% of the last 100 commits carry a verified signature, so changes trace to a verified account.

  2. Review and release Mixed

    OpenSSF Scorecard rates the repository's practices 5.3/10 (scanned Nov 3, 2026). The checks that decide who can get a change released:

    • Code Review0
    • Branch Protection0
    • Signed Releases0
    • Dangerous Workflow10
    • Token Permissions0
    • Pinned Dependencies0
    All 18 Scorecard checks
    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

  3. Published packages Linked and attested

    • npm mirroir-mcp Source link points back to this repo Build provenance attested

  4. What you install today No known advisories

    Latest release checked: mirroir-mcp 0.45.0. No published advisory affects it (OSV, checked 2026-11-10).

Changes to this chain

  • 2026-09-23 Package provenance attestation detected
  • 2026-08-26 OSSF Scorecard: 5.3/10

Evidence behind this score

Coverage B: 3 of 5 independent evidence types found.

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

Verify this score yourself

Every build re-issues Mirroir MCP’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.

Signed credential (JSON) How to verify

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 Mirroir MCP compares in MCP Servers

  1. #30 SageMath MCP 85.3 +0.2
  2. #31 UI5 MCP Server 85.3 +0.2
  3. #32 Mirroir MCP 85.1 this agent
  4. #33 Ghostfolio MCP 84.9 −0.2
  5. #34 SmartBear MCP 84.9 −0.2

Bars show each HVTrust score; the tick marks Mirroir MCP’s 85.1.

Where the 85.1 comes from

HVTrust dimensions vs the MCP Servers average

85.1 / 100 · 100.0% confidence

Mirroir MCP MCP Servers average (778 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
18.7 / 25
7.9 above avg 10.8
Identity / Provenance60% listing status · 40% build provenance
18.0 / 18
4.3 above avg 13.7
Transparency50% declared license · 50% OSSF Scorecard
13.0 / 17
0.7 above avg 12.3
Maintenance60% last-push freshness · 40% commit activity
19.4 / 20
7.2 above avg 12.2
AdoptionLog-scaled stars · package downloads
10.3 / 20
2.7 above avg 7.6

Quick Trust Read

What Would Improve It
Improve adoption to lift the weakest part of the trust profile.
Recent Changes
2026-11-07
Mcp Status Changed
Detected MCP server support changed: declared → implemented
2026-11-07
Rank Moved
Rank rose 29 spots (#133 → #104)
2026-11-05
Tool Surface Changed
Detected tool/plugin surface changed: none → declared
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 5.3/10. Tighten the weakest checks to improve public safety evidence.
Compare with another agent
View MCP Servers Report missing data
70.5
Activity sub-score · out of 100
#32
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 A 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 →

Signals refreshed 2026-11-10 04:07 UTC · Repo last pushed yesterday

Rank Trend

2026-09-29 2026-11-10

Activity & Reach

Stars
288
Forks
38
Last Push
2026-11-09
yesterday
Commits (4 wk)
73
Downloads (7d)
1,888
npm
HN mentions (30d)
—
Open Issues
1
Rank Change
▲2
was #96

Analysis

Activity Inputs

70.5 / 100
StarsRepository reach
14.8 / 30
FreshnessLast push recency
24.9 / 25
ActivityRecent commits
23.3 / 25
CommunityFork signal
7.4 / 20

Common questions about Mirroir MCP

Public supply-chain signals for Mirroir MCP are strong: it has multiple independent trust indicators in place. This does not replace your own security review, but Mirroir MCP carries less obvious unverified-evidence risk than projects with thin signals.
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 1 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?
91% 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
medium confidence
1 detected
Public provider/service dependencies detected.
Credential signal: No explicit API-key/config marker detected.
Tool / Plugin Surface
high confidence
Declared
Declared plugin/integration 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
How this surface has changed

Detected changes to Mirroir MCP'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.

2026-11-07
Mcp Status Changed
Detected MCP server support changed: declared → implemented
2026-11-05
Tool Surface Changed
Detected tool/plugin surface changed: none → declared
2026-11-05
Provider Removed
Runtime surface shrank — no longer detected: OpenAI
2026-11-05
Mcp Status Changed
Detected MCP server support changed: implemented → declared
2026-09-23
Provider Added
Runtime surface grew — new detected provider dependencies: Anthropic, OpenAI
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented
2026-09-23
Provenance Added
Package provenance attestation detected

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
Rank 25Grade 6HVTrust 3MCP 3Scorecard 1Delisted 1Listed 1Provenance 1Surface 1Surface 1Surface 1
2026-11-07
Mcp Status Changed
Detected MCP server support changed: declared → implemented
2026-11-07
Rank Moved
Rank rose 29 spots (#133 → #104)
2026-11-05
Tool Surface Changed
Detected tool/plugin surface changed: none → declared
2026-11-05
Provider Removed
Runtime surface shrank — no longer detected: OpenAI
2026-11-05
Mcp Status Changed
Detected MCP server support changed: implemented → declared
2026-11-02
Rank Moved
Rank rose 18 spots (#146 → #128)
2026-10-30
Rank Moved
Rank rose 12 spots (#166 → #154)
2026-10-28
Grade Changed
Trust grade B → A
2026-10-28
Rank Moved
Rank rose 16 spots (#184 → #168)
2026-10-23
Grade Changed
Trust grade A → B
2026-10-23
Rank Moved
Rank dropped 20 spots (#164 → #184)
2026-10-14
Rank Moved
Rank dropped 13 spots (#136 → #149)
2026-10-12
Rank Moved
Rank rose 15 spots (#155 → #140)
2026-09-23
Provider Added
Runtime surface grew — new detected provider dependencies: Anthropic, OpenAI
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 → A
2026-09-23
Rank Moved
Rank rose 631 spots (#766 → #135)
2026-09-23
HVTrust Changed
HVTrust up 50.7pts (29.7 → 80.4)
2026-09-22
Newly Listed
First tracked at rank #766
2026-09-21
Removed From Active Tracking
Removed from active tracking
2026-09-16
Grade Changed
Trust grade A → B
2026-09-11
Rank Moved
Rank dropped 10 spots (#113 → #123)
2026-09-07
Grade Changed
Trust grade C → A
2026-09-07
Rank Moved
Rank rose 642 spots (#753 → #111)
2026-09-07
HVTrust Changed
HVTrust up 28.2pts (53.5 → 81.7)
2026-09-06
Rank Moved
Rank dropped 14 spots (#739 → #753)
2026-09-05
Rank Moved
Rank dropped 64 spots (#675 → #739)
2026-09-04
Rank Moved
Rank dropped 21 spots (#654 → #675)
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)
GitHub → Website → npm: mirroir-mcp

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 85.1 Grade A
Markdown:
[![HVTrust](https://hvtracker.net/badge/mirroir-mcp.svg)](https://hvtracker.net/agents/mirroir-mcp)
HTML:
<a href="https://hvtracker.net/agents/mirroir-mcp"><img src="https://hvtracker.net/badge/mirroir-mcp.svg" alt="HVTrust"></a>

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 v4.4 · Raw JSON