Developer tools

MentionedOn MCP tools

Connect AI clients to deterministic tools that score supplied discovery signals, prioritize fixes, and summarize captured response evidence. The endpoint is public, unauthenticated, read-only, and uses Streamable HTTP.

Connection

Server URL: https://mentioned-on.com/mcp
Transport: Streamable HTTP
Authentication: None
Machine metadata: /mcp.json

In a client that supports remote MCP servers, add the server URL above. No API key or account is required. Server-to-server requests can omit the Origin header. Browser requests with an Origin header are accepted only from MentionedOn, OpenAI or ChatGPT, and Anthropic or Claude HTTPS origins.

Available 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

The tools process only the facts, findings, and captures included in the tool call.
They do not fetch a supplied URL, call an AI provider, run a paid scan, edit a site, or contact anyone.
Tool inputs are not written to the MentionedOn application database by these handlers.
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.