MentionedOn Discovery Evidence Tools

by mentioned-on.com · remote · no sign-in to list tools · v1.0.0 · published by com.mentioned-on

Assess AI-discovery readiness, plan visibility fixes, and summarize scan evidence. Read-only.

Changes · 4

Compare Registry entry

9 tools: 4 change things and 5 only read.

Scanned Oct 21, 2026

Deletes or cancels0Claude Code: deny
Can't be undone0Claude Code: ask
Changes things4Claude Code: ask: see these tools
Only reads5Claude Code: allow: see these tools

2 checks matched something in the tool definitions. No finding is not a safety guarantee. How the checks work.

claude mcp add --transport http ai-discovery-readiness https://mentioned-on.com/mcp

Findings

Matches of fixed checks, with the text they matched.

2 warn

Warninspect_business_website
The server marks "inspect_business_website" as not read-only (readOnlyHint: false), and its words say it reads.
Matched text
annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}; The name "inspect_business_website" says "inspect": a word for reading.
What this check looks for
Warnverify_website_fixes
The server marks "verify_website_fixes" as not read-only (readOnlyHint: false), and its words say it reads.
Matched text
annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}; The description's first verb is "compare": a word for reading.
What this check looks for

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

9 tools

Changes things 4Creates or changes something that can be changed back.Claude Code: ask

build_visibility_action_planPrioritize fixes from caller-supplied findings using a deterministic rubric.No 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.
Description, as the server wrote it
Prioritize fixes from caller-supplied findings using a deterministic rubric. This tool does not edit a website, contact third parties, persist data, or promise rankings or mentions.
Annotations the server declares
- title: Build an AI Visibility Action Plan
- readOnlyHint: true
- openWorldHint: false
- destructiveHint: false
draft_website_fixesGenerate and save reviewable business schema, website copy and a business-profile description from facts the user explicitly confirms.No findings
Why it is in this group
- The description's first verb is "generate": a word for a change.
Description, as the server wrote it
Generate and save reviewable business schema, website copy and a business-profile description from facts the user explicitly confirms. Inspect first, preserve the exact revision, and never invent missing business facts. No model spend, external publication or messages.
Annotations the server declares
- title: Prepare confirmed website fixes
- readOnlyHint: false
- destructiveHint: false
- openWorldHint: false
- idempotentHint: false
inspect_business_websiteFetch the saved business website with bounded public HTML requests and save candidate facts with source receipts.1 finding
Why it is in this group
- The name "inspect_business_website" says "inspect": a word for reading.
- The server marks it as not read-only (readOnlyHint: false).
Findings
- Warn
  The server marks "inspect_business_website" as not read-only (readOnlyHint: false), and its words say it reads.
  Matched text
  annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}; The name "inspect_business_website" says "inspect": a word for reading.
  What this check looks for
Description, as the server wrote it
Fetch the saved business website with bounded public HTML requests and save candidate facts with source receipts. Requires a paid or trial monitoring slot and explicit authorization. Pass the exact current revision. Existing draft content is preserved: start a new inspection only before confirming facts. Does not run AI scans or publish anything.
Annotations the server declares
- title: Inspect your business website
- readOnlyHint: false
- destructiveHint: false
- openWorldHint: true
- idempotentHint: false
verify_website_fixesCompare saved, reviewed schema and text against a page on the same owned business website.1 finding
Why it is in this group
- The description's first verb is "compare": a word for reading.
- The server marks it as not read-only (readOnlyHint: false).
Findings
- Warn
  The server marks "verify_website_fixes" as not read-only (readOnlyHint: false), and its words say it reads.
  Matched text
  annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}; The description's first verb is "compare": a word for reading.
  What this check looks for
Description, as the server wrote it
Compare saved, reviewed schema and text against a page on the same owned business website. Save dated found/not-found/unknown checks against the exact artifact revision. Requires authorization and an entitled monitoring slot. Installation checks do not prove a visibility improvement.
Annotations the server declares
- title: Verify installed website fixes
- readOnlyHint: false
- destructiveHint: false
- openWorldHint: true
- idempotentHint: false

Only reads 5Looks things up and changes nothing.Claude Code: allow

analyze_discovery_readinessScore caller-supplied website and business discovery signals.No findings
Why it is in this group
- The name "analyze_discovery_readiness" says "analyze": a word for reading.
Description, as the server wrote it
Score caller-supplied website and business discovery signals. This tool does not fetch the website, run an AI scan, persist data, or verify inclusion in any AI product.
Annotations the server declares
- title: Analyze AI Discovery Readiness
- readOnlyHint: true
- openWorldHint: false
- destructiveHint: false
get_visibility_reportRead a business's latest saved AI capture, competitors, source links and up to 30 prior snapshots.No findings
Why it is in this group
- The name "get_visibility_report" says "get": a word for reading.
Description, as the server wrote it
Read a business's latest saved AI capture, competitors, source links and up to 30 prior snapshots. Compare scores only when saved model, prompt and capture recipes match and both captures are complete. Reports provider gaps and timestamps. This does not query models or establish current consumer-app inclusion.
Annotations the server declares
- title: See visibility evidence and changes
- readOnlyHint: true
- destructiveHint: false
- openWorldHint: false
- idempotentHint: true
get_website_fixesRead the current revision, source observations, confirmed facts, proposed schema/copy and installation checks for an owned business.No findings
Why it is in this group
- The name "get_website_fixes" says "get": a word for reading.
Description, as the server wrote it
Read the current revision, source observations, confirmed facts, proposed schema/copy and installation checks for an owned business. No website is fetched or changed.
Annotations the server declares
- title: Read saved website fixes
- readOnlyHint: true
- destructiveHint: false
- openWorldHint: false
- idempotentHint: true
list_monitored_businessesList businesses owned by your connected MentionedOn account and their monitoring/setup status.No findings
Why it is in this group
- The name "list_monitored_businesses" says "list": a word for reading.
Description, as the server wrote it
List businesses owned by your connected MentionedOn account and their monitoring/setup status. Start here when the user asks how their business appears in AI answers. Returns a setup link for an empty account. No scan, subscription or charge is started.
Annotations the server declares
- title: Find your MentionedOn businesses
- readOnlyHint: true
- destructiveHint: false
- openWorldHint: false
- idempotentHint: true
summarize_scan_evidenceCalculate mention and business-citation rates from caller-supplied captures.No findings
Why it is in this group
- The name "summarize_scan_evidence" says "summarize": a word for reading.
Description, as the server wrote it
Calculate mention and business-citation rates from caller-supplied captures. This tool does not call AI providers, fetch URLs, persist data, or establish current inclusion beyond the supplied observations.
Annotations the server declares
- title: Summarize AI Scan Evidence
- readOnlyHint: true
- openWorldHint: false
- destructiveHint: false

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.

Install

Pinned to version 1.0.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http ai-discovery-readiness https://mentioned-on.com/mcp

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json

{
  "permissions": {
    "allow": [
      "mcp__ai-discovery-readiness__analyze_discovery_readiness",
      "mcp__ai-discovery-readiness__summarize_scan_evidence",
      "mcp__ai-discovery-readiness__list_monitored_businesses",
      "mcp__ai-discovery-readiness__get_visibility_report",
      "mcp__ai-discovery-readiness__get_website_fixes"
    ],
    "ask": [
      "mcp__ai-discovery-readiness__build_visibility_action_plan",
      "mcp__ai-discovery-readiness__inspect_business_website",
      "mcp__ai-discovery-readiness__draft_website_fixes",
      "mcp__ai-discovery-readiness__verify_website_fixes"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as ai-discovery-readiness. Review it before you use it.

Keep track

Get told when this server's tools change: a new tool, a new description, a new class.

https://anlyon.dev/servers/com.mentioned-on/ai-discovery-readiness/changes.xml

An Atom feed. Works in any feed reader or Slack's RSS app.

Anlyon alternative

4 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 →

Compare with other servers for the same product.

Source: MCP Registry. Synced Oct 21, 2026, 17:59 UTC.

For agents: Markdown · JSON · report this listing