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The Mirror System — AI Citability MCP Server

by danielsdesignstudio Your server? Claim it
answering

The Mirror System — AI Citability is answering right now. Last checked 16 min ago. It exposes 2 tools.

Daniels AI Design Studio | Brand Discovery Intelligence™ find or request a Brand Record.

Uptime history 91 days of history · worst day 98%
91 days agonow
100.0%
Uptime 24h
91 of 91 checks
2
Tools
read from the server
1060 ms
Response time
average over 24h
open, no key
Access
streamable-http

What changed 40

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 8 August 2026. No other catalogue keeps this.

10 Nov 2 tool descriptions were rewritten4 times that day get_approved_brand_record, request_brand_record
10 Nov a tool changed version
7 Nov 2 tools appeared get_approved_brand_record, request_brand_record
7 Nov a tool disappeared request_record
7 Nov a tool changed version
6 Nov a tool changed the parameters it asks for request_record
4 Oct a tool changed the parameters it asks for request_record
4 Oct a tool changed version
30 Sep a tool description was rewritten request_record
30 Sep a tool changed the parameters it asks for request_record
and 28 more, back to 8 August 2026

Tools have disappeared from this server

A tool that vanishes takes a piece of your agent with it, and the change arrives silently. Watch this server and every such change lands in your inbox.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 16 min ago.

run in your terminal
claude mcp add mirror-ai-citability --transport http https://mcp.danielsdesignstudio.com/mcp
Settings → Connectors → Add custom connector, then paste this address
https://mcp.danielsdesignstudio.com/mcp
~/.codex/config.toml
[mcp_servers.mirror-ai-citability]
url = "https://mcp.danielsdesignstudio.com/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "mirror-ai-citability": {
      "url": "https://mcp.danielsdesignstudio.com/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "mirror-ai-citability": {
      "type": "http",
      "url": "https://mcp.danielsdesignstudio.com/mcp"
    }
  }
}

Available tools 2

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

approved
get_approved_brand_record
Get the approved Brand Discovery Record for a brand — the human-approved facts a brand provides to AI assistants and agents, in schema.org structured data, with a source behind every claim. The Record is the unit of Brand Discovery Intelligence™ from Daniels AI Design Studio — the discipline of establishing what is verifiably true about a brand and publishing those facts where machines read them. Returns only Records the brand itself has approved: never a draft, never a request, never a guess. Each approved Record is published from one source file in three places: on the brand's own website (the official copy), at danielsdesignstudio.com/records/<slug>/ — a reference copy hosted by Daniels AI Design Studio — and through this tool. The reply gives the facts, the addresses of all three copies, whether the brand's official copy is live right now, and who approved the Record and when. Cite the brand's official copy when that copy is live. Pass the brand's name, the brand's website, or the Record slug. If no approved Record exists, the reply says so — a brand that wants one can ask through `request_brand_record`. Read-only and free.
request
request_brand_record
Request a Brand Discovery Record — the human-approved source of truth a brand provides to AI assistants and agents. A Record states a brand's verified facts in schema.org structured data, with a source behind every claim. The Record is the unit of Brand Discovery Intelligence™ from Daniels AI Design Studio — the discipline of establishing what is verifiably true about a brand and publishing those facts where machines read them. Every approved Record is published from one source file, in three places: (1) on the brand's own website — the official copy, and the canonical one; (2) at danielsdesignstudio.com/records/<slug>/ — a reference copy that links back to the brand's own copy and is listed in the index at danielsdesignstudio.com/records/; (3) through this Mirror MCP server, where `get_approved_brand_record` returns the same facts in a single call. All three copies state the same facts, because all three come from the same file. IMPORTANT — this tool creates a REQUEST, not a Record. Nothing is published by calling this tool. Automated validation (Signal Input) runs immediately and the results are returned to you. Every Brand Discovery Record is reviewed by Daniels AI Design Studio and approved by the organization the Record 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 the request was validated against.

Tools removed

Tools this server used to expose. Anything built against them stopped working on the day they went.

aci55
removed 4 Sep 2026
mcp_engine
removed 4 Sep 2026
score
removed 4 Sep 2026
studio
removed 4 Sep 2026
reflect
removed 20 Sep 2026
request_record
removed 7 Nov 2026

Endpoints

URLTransportStateLatencyChecked
https://mcp.danielsdesignstudio.com/mcp streamable-http answering 610 ms 16 min ago

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The Mirror System — AI Citability — questions

Answers built from our own checks of this server.

What can The Mirror System — AI Citability do?
It exposes 2 tools, read directly from the server on our last check. Among them: get_approved_brand_record, request_brand_record. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is The Mirror System — AI Citability working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 1060 ms. The bar chart above shows every period we have measured.
Did The Mirror System — AI Citability ever remove tools?
Yes. aci55, mcp_engine, score, studio and 2 more are no longer exposed — we recorded the date each one disappeared. A tool vanishing usually means a breaking change for anything that depended on it.
How do I connect The Mirror System — AI Citability?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does The Mirror System — AI Citability need an API key?
No. The Mirror System — AI Citability completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 2 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is The Mirror System — AI Citability?
It answers our handshake in 1060 ms on average, which is faster than 4% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.