AiProfile
com.aiprofile/answersaiprofile.comstreamable-httpv1.0.0Scanned
Answers about local businesses, with sources, many confirmed by the owner.
4 tools: 1 change things and 3 only read.
- Reads private data · 0
- Reads text others write · 4
- Can send data out · 0
- No findings
Anlyon alternative
1 of these tools change something. Run those as governed actions.
Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.
Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.
Import an OpenAPI spec →Tools
Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.
4 tools
Changes things 1Claude Code: ask
ask_businessAsk a free-text question about one business.Reads text others writeNo findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Description, as the server wrote it 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.
Annotations the server declares
- title: Ask a business a question
- readOnlyHint: true
- openWorldHint: true
Only reads 3Show 3 read-only tools
discover_businessesBrowse businesses by CATEGORY and place.Reads text others writeNo findings
Why it is in this group
- The description's first verb is "browse": a word for reading.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
- untrusted-inputThe description's first sentence says "browse": it reads web pages, which anyone can write.
Description, as the server wrote it 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.
Annotations the server declares
- title: Browse businesses by category and place
- readOnlyHint: true
- openWorldHint: true
get_profileRead 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).Reads text others writeNo findings
Why it is in this group
- The name "get_profile" says "get": a word for reading.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Description, as the server wrote it 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.
Annotations the server declares
- title: Read a full business profile
- readOnlyHint: true
- openWorldHint: true
search_businessFind a business BY NAME (plus optionally city/country).Reads text others writeNo findings
Why it is in this group
- The name "search_business" says "search": a word for reading.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Description, as the server wrote it 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.
Annotations the server declares
- title: Find a business by name
- readOnlyHint: true
- openWorldHint: true
This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.
Exfil surface
Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.
No private-data, untrusted-input, outbound path in this server alone: no tool is tagged private-data or outbound.
- Reads private data0
- Reads files, mail, messages, databases, secrets, calendars or repositories.
- Reads text others write4
- Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
- Can send data out0
- Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.
Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.
Findings
Matches of fixed checks, with the text they matched.
No check matched anything in these tool definitions. That is not a safety guarantee.
History
Changes to its tool definitions and to its remote endpoint, newest first.
No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.
Install
Pinned to version 1.0.0. Values in angle brackets are yours to fill in.
claude mcp add --transport http answers https://www.aiprofile.com/api/mcpclaude mcp add --transport http answers https://www.aiprofile.com/api/mcpRun in a terminal.
Claude Code permissions
Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.
{
"permissions": {
"allow": [
"mcp__answers__search_business",
"mcp__answers__discover_businesses",
"mcp__answers__get_profile"
],
"ask": [
"mcp__answers__ask_business"
],
"deny": []
}
}Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as answers. Review it before you use it.
Capability tags behind 4 rules
- mcp__answers__search_business untrusted-input
- mcp__answers__discover_businesses untrusted-input
- mcp__answers__get_profile untrusted-input
- mcp__answers__ask_business untrusted-input
Pin
Keep the decision: fail CI when the tools change, follow every change, or show a badge.
Pin in CI
Fail a build when the tools you reviewed are not the tools the server serves today.
curl -s "https://anlyon.dev/api/v1/servers/com.aiprofile/answers/verify?hash=41c926c1f50b5b26a967d4c19326264b8cdf42e2644ac46fdca554466c6872a8" | jq -e '.changed == false'Pinned hash 41c926c1f50b, from Oct 29, 2026, 11:17 UTC.
Watch
Get told when its tools change: a new tool, a new description, a new class.
https://anlyon.dev/servers/com.aiprofile/answers/changes.xmlAn Atom feed. Works in any feed reader or Slack's RSS app.
Badge
[](https://anlyon.dev/servers/com.aiprofile/answers)Source: MCP Registry. Synced Oct 29, 2026, 11:17 UTC.