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maintenanceAI visibility tracker MCP server. Track brand citations across ChatGPT, Claude, Perplexity, Gemini & Google AI Overviews. Self-host on Cloudflare Workers. GEO/AEO.
2
12
2,344 npm
46
MIT
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Scored across 4 tools
Each tool targets a distinct aspect: brand-level visibility, query generation, product-level check, and run comparison. No overlap in purposes.
Most names follow verb_noun pattern (check_visibility, generate_buyer_queries, get_snapshot_diff), but 'shopping_check' is a noun_noun compound, creating a slight inconsistency.
4 tools cover the core functionality without being excessive or insufficient. The scope is well-calibrated for the domain.
Core operations are present, but missing a tool to list past runs or view a single run's details, which could be useful for auditing.