MentionedOn Discovery Evidence Tools

What the MentionedOn Discovery Evidence Tools MCP server does

MentionedOn Discovery Evidence Tools MCP server supports evidence review and website-fix workflows for businesses connected to a MentionedOn account. It can score supplied website and business signals, calculate rates from supplied captures, and turn findings into a prioritized action plan. These analysis operations work on information provided by the caller; they do not independently scan a site, contact AI providers, or confirm inclusion in an AI product.

The server can also expose account-owned monitoring information. You can list monitored businesses, read a saved visibility report, inspect stored website observations, and review proposed fixes for an owned business. The account list includes monitoring and setup status, while an empty account receives a setup link without starting a scan, subscription, or charge.

How it works

The MentionedOn Discovery Evidence Tools MCP server separates supplied evidence from saved account data and authorized website operations. Analysis tools calculate results from caller-provided inputs. Report tools read saved captures, competitors, source links, and up to 30 earlier snapshots. Score comparisons are appropriate only when the model, prompt, capture recipe, and completion state match between captures; reports also show provider gaps and timestamps.

Website inspection requires explicit authorization, an eligible paid or trial monitoring slot, the exact current revision, and bounded public HTML requests. The inspection saves candidate facts with source receipts and preserves existing draft content. After the user confirms facts, drafting can save reviewable business schema, website copy, and a business-profile description without filling in missing facts. Verification compares reviewed artifacts with a page on the same owned website and records dated found, not-found, or unknown results against the exact revision.

Setup and configuration

Connect the server to a MentionedOn account with owned businesses and monitoring status. For an empty account, begin with the setup link returned by list_monitored_businesses; that response does not initiate billing or a scan. Before inspection or verification, obtain authorization and ensure the business has a paid or trial monitoring slot. Preserve and pass the exact current revision when starting an inspection, drafting fixes, or verifying them.

Tools and capabilities

• analyze_discovery_readiness scores supplied discovery signals.
• build_visibility_action_plan ranks fixes with a deterministic rubric.
• summarize_scan_evidence calculates mention and business-citation rates from supplied captures.
• list_monitored_businesses returns owned businesses and monitoring or setup status.
• get_visibility_report reads saved captures, sources, competitors, and historical snapshots.
• get_website_fixes reads facts, proposed schema and copy, the current revision, and installation checks.
• inspect_business_website fetches bounded public HTML and saves candidate facts with receipts.
• draft_website_fixes saves reviewable schema, copy, and profile text from confirmed facts.
• verify_website_fixes records dated comparisons between reviewed artifacts and the owned site.

Limitations and notes

The MentionedOn Discovery Evidence Tools MCP server does not query AI models, run AI scans, fetch arbitrary websites through its analysis tools, persist caller-supplied analysis data, edit or publish websites, send messages, or contact third parties. Saved reports describe captured observations rather than guaranteed current consumer-app inclusion. Installation checks do not demonstrate a visibility improvement, and the tools make no promise of rankings or mentions.