AiProfile MCP Server

by aiprofile Your server? Claim it

not responding

AiProfile is listed as active in the registry but did not answer our last check. It exposes 4 tools.

Answers about local businesses, with sources, many confirmed by the owner.

Uptime history 10 days of history · worst day 0%

10 days agonow

75.0%

Uptime 24h

69 of 92 checks

Tools

read from the server

263 ms

Response time

average over 24h

open, no key

Access

streamable-http

AiProfile does not always answer

Over the last week it answered 22.8% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 2 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add answers --transport http https://www.aiprofile.com/api/mcp

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

https://www.aiprofile.com/api/mcp

~/.codex/config.toml

[mcp_servers.answers]
url = "https://www.aiprofile.com/api/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "answers": {
      "url": "https://www.aiprofile.com/api/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "answers": {
      "type": "http",
      "url": "https://www.aiprofile.com/api/mcp"
    }
  }
}

Available tools 4

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

ask

ask_business

Ask a free-text question about one business. Returns the best-matching approved Q&As verbatim, each with sources and approval status, plus a coverage field: 'full' (the whole question was covered), 'partial' (only part of a multi-intent question matched; check what is missing), or 'none' (nothing matched; available_questions lists what this profile can answer). Use the business id from search_business.

business

search_business

Find a business BY NAME (plus optionally city/country). Returns matching businesses with a stable id to use with get_profile and ask_business. Example query: 'brasserie van dam amsterdam'. NOTE: this matches business names only. To browse by category ('italian restaurants in amsterdam') use discover_businesses instead.

discover

discover_businesses

Browse businesses by CATEGORY and place. Use when the caller does NOT know a specific business name, e.g. category 'italian restaurant' + city 'amsterdam' + country 'netherlands'. Full profiles (with approved Q&As) rank above basics-only placeholder entries; results carry the same stable id for get_profile and ask_business. Neighborhood and geo filtering are not supported yet.

profile

get_profile

Read the full profile of one business: every question and answer with sources and approval status ('owner-approved' answers were confirmed by the verified business owner). Use the business id from search_business.

Endpoints

URL	Transport	State	Latency	Checked
https://www.aiprofile.com/api/mcp	streamable-http	answering	118 ms	2 min ago

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same job, measured the same way

Daxoom

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Answers questions about a business using its indexed website content, with cited sources.

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Intent Hub

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Book a local business by saying what you need; matching businesses bid and you confirm one.

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The Service Marketing Guys Audit

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Read-only audit of any local service business, Open Service Profile conformance first.

answering

The Small Business Library

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Practical answers for small business owners from the Small Business Owners Community & Businessing.

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INITE Directory

by inite

Businesses that confirmed their own facts at INITE, found by what they do and where.

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AiProfile — questions

Answers built from our own checks of this server.

What can AiProfile do?

It exposes 4 tools, read directly from the server on our last check. Among them: ask_business, discover_businesses, get_profile, search_business. 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 AiProfile working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 69 of 92 checks got a reply (75.0%), average response time 263 ms. The bar chart above shows every period we have measured.

The registry lists AiProfile as active — why does it not respond?

The official MCP registry stores what the author submitted; it does not verify that the server still runs. We check the endpoint ourselves, and this one does not answer. Catalogues that copy the registry without checking will show it as working.

How do I connect AiProfile?

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 AiProfile need an API key?

No. AiProfile completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 4 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is AiProfile?

It answers our handshake in 263 ms on average, which is faster than 54% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.