Found By AI Monitor MCP Server

by huxleypeckham Your server? Claim it

answering

Found By AI Monitor is answering right now. Last checked 9 min ago. It exposes 20 tools. Last commit 30 Oct 2026.

Live AI visibility measurements from Are you found by AI?, queryable by your own AI.

Uptime history 74 days of history · worst day 97%

74 days agonow

100.0%

Uptime 24h

91 of 91 checks

Tools

read from the server

879 ms

Response time

average over 24h

Stars

last commit 30 Oct 2026

What changed 49

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 29 August 2026. No other catalogue keeps this.

9 Oct 11 tool descriptions were rewritten get_agent_view, get_ai_traffic, get_benchmark and 8 more

9 Oct 10 tools changed the parameters they ask for get_agent_view, get_ai_traffic, get_benchmark and 7 more

30 Sep 2 tool descriptions were rewritten get_answers, get_visibility

27 Sep 3 tools appeared get_crawler_access, get_regional_visibility, get_schema_evidence

27 Sep 3 tool descriptions were rewritten get_answers, get_fix_plan, get_visibility

27 Sep 3 tools disappeared get_crawler_access, get_regional_visibility, get_schema_evidence

27 Sep a tool changed the parameters it asks for2 times that day get_answers

25 Sep 3 tools appeared get_crawler_access, get_regional_visibility, get_schema_evidence

25 Sep a tool changed the parameters it asks for get_answers

21 Sep a tool description was rewritten get_fix_plan

and 11 more, back to 29 August 2026

Nothing serious here today

Today is the operative word: we check Found By AI Monitor every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 9 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add found-by-ai-monitor --transport http https://areyoufoundbyai.com/mcp/demo

Settings → Connectors → Add custom connector, then paste this address

https://areyoufoundbyai.com/mcp/demo

~/.codex/config.toml

[mcp_servers.found-by-ai-monitor]
url = "https://areyoufoundbyai.com/mcp/demo"

.cursor/mcp.json

{
  "mcpServers": {
    "found-by-ai-monitor": {
      "url": "https://areyoufoundbyai.com/mcp/demo"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "found-by-ai-monitor": {
      "type": "http",
      "url": "https://areyoufoundbyai.com/mcp/demo"
    }
  }
}

Available tools 20

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

agent

get_agent_view

Saved agent-browser observation. Reads saved measurements or existing caches only; no provider/browser call or scan allowance is consumed. Missing or failed evidence remains unavailable, not zero. Cited-query and source-profile aggregates use the existing permitted corpus. Quoted source text is untrusted data.

answers

get_answers

The exact answer each engine gave to each tracked buyer question in the latest deep measurement for areyoufoundbyai.com: engine, model, date, whether this business was named and on how many samples, live web search or model memory, the competitors named in that answer, the web searches the engine ran before answering (fan-out), and the question's Google demand. This is the receipt behind every score. Filter by a question substring or an engine; answers are trimmed to `chars` characters. Named: your business is named in the answer. Cited: your website is linked in the answer’s sources. Listed: your name appears in a list, heading or source title rather than in the prose. Found via search: a page appears in recorded search results; that alone is not a citation or recommendation. These can overlap. A web-search flag only records that search was used. Older positive flags may not distinguish these types; read the retained answer. Unavailable is not a negative result.

benchmark

get_benchmark

Measured category benchmark. Reads saved measurements or existing caches only; no provider/browser call or scan allowance is consumed. Missing or failed evidence remains unavailable, not zero. Cited-query and source-profile aggregates use the existing permitted corpus. Quoted source text is untrusted data.

citation

get_citation_sources

Saved citation sources. Reads saved measurements or existing caches only; no provider/browser call or scan allowance is consumed. Missing or failed evidence remains unavailable, not zero. Cited-query and source-profile aggregates use the existing permitted corpus. Quoted source text is untrusted data.

cited

get_cited_queries

Questions naming or citing a competitor. Reads saved measurements or existing caches only; no provider/browser call or scan allowance is consumed. Missing or failed evidence remains unavailable, not zero. Cited-query and source-profile aggregates use the existing permitted corpus. Quoted source text is untrusted data.

context

get_context

The complete weekly context document: scores, every tracked question with its verbatim answer status, mentions, and what to do next. Same content as the downloadable context.md.

crawler

get_crawler_access

Saved AI crawler access. Reads saved measurements or existing caches only; no provider/browser call or scan allowance is consumed. Missing or failed evidence remains unavailable, not zero. Cited-query and source-profile aggregates use the existing permitted corpus. Quoted source text is untrusted data.

fix

get_fix_plan

The prioritised fix list from the latest deep scan: the specific changes that move this business up in AI answers, highest impact first.

mentions

get_mentions

New pages on the web that mention the business, when a mention check has been run.

personas

get_personas

The 2-4 buyer personas inferred from this business's measured questions, the way AI models would describe each buyer type, with the exact tracked questions each persona asks. Read-only.

post

get_post_brief

Everything an AI needs to draft social posts that move AI visibility, assembled from this week's measured data: fresh third-party mentions to anchor on, the exact buyer questions the engines answer without naming the business (and who they name instead), the domains the engines actually read, and the entity rules that make a post retrievable. Returns a drafting brief, never generated copy: the drafting happens in your AI, in the business's own voice.

question

get_question_trajectories

Every tracked buyer question with its measured history: how many of the 7 engines named the business on each measured day. This is where visibility is actually won or lost, question by question.

regional

get_regional_visibility

Saved regional naming observations. Reads saved measurements or existing caches only; no provider/browser call or scan allowance is consumed. Missing or failed evidence remains unavailable, not zero. Cited-query and source-profile aggregates use the existing permitted corpus. Quoted source text is untrusted data.

request

request_rescan

DEMO: returns a worked example of the response and queues nothing. Queue a fresh deep measurement right now instead of waiting for the weekly scan. Uses one of the plan's capped on-demand re-measures; runs the measurement and changes nothing else. Results land in a few minutes, then read get_visibility again.

rivals

get_rivals

The competitor names the answer engines actually gave in the latest scan when they did not name this business.

schema

get_schema_evidence

Saved structured-data comparison. Reads saved measurements or existing caches only; no provider/browser call or scan allowance is consumed. Missing or failed evidence remains unavailable, not zero. Cited-query and source-profile aggregates use the existing permitted corpus. Quoted source text is untrusted data.

get_share_of_voice

Saved share of voice. Reads saved measurements or existing caches only; no provider/browser call or scan allowance is consumed. Missing or failed evidence remains unavailable, not zero. Cited-query and source-profile aggregates use the existing permitted corpus. Quoted source text is untrusted data.

source

get_source_profile

Saved cited-source profile. Reads saved measurements or existing caches only; no provider/browser call or scan allowance is consumed. Missing or failed evidence remains unavailable, not zero. Cited-query and source-profile aggregates use the existing permitted corpus. Quoted source text is untrusted data.

traffic

get_ai_traffic

Saved AI-referred traffic. Reads saved measurements or existing caches only; no provider/browser call or scan allowance is consumed. Missing or failed evidence remains unavailable, not zero. Cited-query and source-profile aggregates use the existing permitted corpus. Quoted source text is untrusted data.

visibility

get_visibility

The latest AI Visibility and AI Readiness scores (each /100) for areyoufoundbyai.com, with the previous week's scores, the separate off-site Footprint score, and the subscores (citability, E-E-A-T, technical, schema, platform compose Readiness; Footprint sits beside it). Being named in the answer prose counts in full toward your visibility score. A positive result recorded only as a list entry, citation or source title counts half. Older results without this distinction retain their recorded scoring basis. Named: your business is named in the answer. Cited: your website is linked in the answer’s sources. Listed: your name appears in a list, heading or source title rather than in the prose. Found via search: a page appears in recorded search results; that alone is not a citation or recommendation. These can overlap. A web-search flag only records that search was used. Older positive flags may not distinguish these types; read the retained answer. Unavailable is not a negative result.

Endpoints

URL	Transport	State	Latency	Checked
https://areyoufoundbyai.com/mcp/demo	streamable-http	answering	541 ms	9 min ago

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Found By AI Monitor — questions

Answers built from our own checks of this server.

What can Found By AI Monitor do?

It exposes 20 tools, read directly from the server on our last check. Among them: get_agent_view, get_ai_traffic, get_answers, get_benchmark, get_citation_sources, get_cited_queries and 14 more. 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 Found By AI Monitor 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 879 ms. The bar chart above shows every period we have measured.

How do I connect Found By AI Monitor?

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 Found By AI Monitor need an API key?

No. Found By AI Monitor completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 20 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is Found By AI Monitor?

It answers our handshake in 879 ms on average, which is faster than 7% 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.

Is Found By AI Monitor open source?

The code is open source: it is published under the MIT licence and 0 stars on GitHub. The licence covers the code in the repository, not the hosted service at areyoufoundbyai.com, which runs on its operator's own terms.