Knowatoa: MCP historical analysis and period-over-period reporting

Every analytical MCP method accepts date ranges and returns the current period, the previous period and the change, for mention rate, sentiment, citations and competitors.

MCP server. Updated Oct. 22, 2026.

Knowatoa (knowatoa.com). Available Oct. 19, 2026.

Features: MCP servers and connectors, AI-answer tracking, MCP server.

Source: Knowatoa updates.

Category: AI visibility (feed).

Methodology and corrections: what counts as a launch, how each one is checked, and how to report an error.

Follow every new launch in one Atom feed. This launch is also in the launch data.

License: CC BY 4.0. Reuse it with credit to Newsprint.

Cite as: Newsprint, "Knowatoa: MCP historical analysis and period-over-period reporting", https://www.newsprint.com/launches/K20/, updated 2026-10-22