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The Mirror System — AI Citability MCP server

by danielsdesignstudio.com·com.danielsdesignstudio/mirror-ai-citability·v1.3.0
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Request a Brand Discovery Record: the human-approved facts AI cites. One tool, then a person.

C69/100grade C
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Safety scan
C69/100

full report

Adoption
New

Little public usage data yet

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If you have run it, two minutes of your experience saves the next person an afternoon.

The Mirror System — AI Citability tools (1)

write = sends, deletes, buys or posts
  • request_recordFree

    Request a Brand Discovery Record — the human-approved source of truth a brand provides to AI assistants and agents, maintained by Mirror. A Record is a machine-readable reference page, hosted by Mirror, stating a brand's verified facts with schema.org structured data and citations, and linking to the brand's own site as the canonical source. It is what a brand PUBLISHES so AI can find, read and cite it: Mirror measures, the Record responds. This is the one public tool of the Mirror switchboard; the measurement itself (a full Brand Reflection) is delivered by a person on request. IMPORTANT — this tool creates a REQUEST, not a Record. Nothing is published by calling it. Automated validation (Gate 1) runs immediately and its results are returned to you. Every Brand Discovery Record is reviewed by Daniels AI and approved by the organization it represents before publication. No autonomous process publishes a brand's machine-readable truth. Fill the fields below with verified, citable facts only. The Record specification is versioned; this tool reports the version it validated against.

Public scan report

scanner v0.1.9 · 2026-09-20 · same rubric, same numbers if you re-run it

1 low
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 1859ms20/20
  • Tool poisoning1 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenanceno repository listed3/15
  • Maintainer identityverified namespace with website, no repo4/10

Findings (1)

  • lowNo source repository listedmaint.no-repo
Overall 69/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

claude mcp add --transport http mirror-ai-citability https://mcp.danielsdesignstudio.com/mcp
Add to Cursor

The Mirror System — AI Citability: common questions

Is The Mirror System — AI Citability MCP server safe?
With care: it is graded C, so read the findings first (69/100). Read the The Mirror System — AI Citability safety report
How do I install The Mirror System — AI Citability?
It runs remotely at mcp.danielsdesignstudio.com. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does The Mirror System — AI Citability need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is The Mirror System — AI Citability maintained?
The latest release is v1.3.0.
Is The Mirror System — AI Citability up?
100% of our last 6 checks got an answer. We check remote servers about four times a day.

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