Developer tools

MentionedOn MCP tools

Ask how your business appears in saved AI answers, what changed, and which website fixes to make next. Connect your account to read dated reports and prepare reviewed fixes. Public evidence calculators remain available without a login.

Connection

Server URL: https://mentioned-on.com/mcp
Transport: Streamable HTTP
Authentication: OAuth for your businesses and website fixes; no login for public evidence tools.
Machine metadata: /mcp.json

In a client that supports remote MCP servers, add the server URL above. Connect your verified account when prompted for business data or website fixes. The endpoint is stateless request/response: clients send JSON-RPC over POST; it does not expose a long-lived GET event stream. Server-to-server requests can omit the Origin header. Browser requests with an Origin header are accepted only from MentionedOn, trusted OpenAI or ChatGPT HTTPS origins, and the exact Claude hosted origin https://claude.ai.

Your business, inside your assistant

“How has my AI visibility changed?” Lists your owned businesses, then reads the latest report, competitor evidence and comparable history.
“Help me fix my business information.” Reads saved fixes, inspects your saved website with permission, and prepares schema and copy from facts you confirm.
“Check the changes I published.” Verifies saved schema and text on your website, preserving the exact revision and check date.

Connecting grants access only to businesses owned by your account. Saved reports remain dated observations. Website fixes require an active plan or trial monitoring slot; nothing is published and no new model scan is started. You can revoke a connection at any time.

Public evidence tools

Analyze AI Discovery Readiness

analyze_discovery_readiness

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.

readOnly: true openWorld: false destructive: false

Build an AI Visibility Action Plan

build_visibility_action_plan

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.

readOnly: true openWorld: false destructive: false

Summarize AI Scan Evidence

summarize_scan_evidence

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.

readOnly: true openWorld: false destructive: false

Protocol check

This initialization request verifies that the endpoint is reachable. Use your client's negotiated MCP protocol version in production.

curl -i https://mentioned-on.com/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{
    "jsonrpc": "2.0",
    "id": 1,
    "method": "initialize",
    "params": {
      "protocolVersion": "2025-06-18",
      "capabilities": {},
      "clientInfo": { "name": "example-client", "version": "1.0.0" }
    }
  }'

Evidence and safety boundaries

Public evidence tools use only supplied observations. Connected report tools read your saved business records.
Authorized website inspections fetch bounded public HTML from your saved business website. No tool calls an AI provider, starts a paid scan, publishes to a website or contacts anyone.
Public tool inputs are not saved. Connected website tools save versioned observations, confirmed facts, drafts and verification results in your account.
Results do not establish current inclusion in an AI product and do not guarantee mentions, citations, rankings, traffic, or revenue.
Review important evidence at its original source before publishing or acting on a recommendation.

Policies and support

Use of the endpoint is subject to the Terms of Service and Privacy Policy. For help, visit Support or email hello@mentioned-on.com.