Audit a website for AEO and GEO, then generate a prioritized plan your agent can execute. Built and hosted by AutomateLab, using AI-SEO and Citation Intelligence MCPs. Product and documentation: https://automatelab.tech/products/skills-and-plugins/ai-seo-magic-button/
Scored across 1 tool
The server exposes only one tool with a clearly distinct purpose: generating an SEO/AEO/GEO audit plan. There are no overlapping tools to confuse with it.
The single tool uses a clear snake_case verb_noun convention: generate_seo_plan. With only one tool, there is no inconsistency across the set.
The server is framed as a single-purpose 'Magic Button' that produces a plan, so one tool is well scoped and earns its place. A larger surface would be unnecessary for that stated purpose.
The tool covers crawl, audit, and portable plan/checklist generation for its stated purpose. Minor gaps exist around applying or tracking the generated plan, but those are outside the tool's explicit scope.
Crawl a site, run a whole-site AEO/GEO audit (via the ai-seo + citation-intelligence engines), and return a portable, agent-executable plan.json plus a markdown checklist. This produces an actionable PLAN, not direct edits.
Inputs: domain (required), pages, include_info. Returns: items, target, summary, generator, +2 more
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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