heera.it via Agentimus: AI readiness, traffic, request log, search & index reports, by approval.
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Scored across 15 tools
Most tools are highly distinct: check-page, identify-bot, preview-markdown, preview-schema, read-ai-traffic, read-ai-visibility, read-edge-traffic, read-google-index, read-readiness, read-request-log, read-search-opportunities, read-search-performance, read-search-visibility, scan-exposed-files, suggest-internal-links each target a specific capability or data source. The read-* family is somewhat overlapping conceptually (all read data), but each reads a distinctly different source. Minor potential confusion between read-ai-traffic, read-edge-traffic, and read-request-log since they all touch crawler traffic from different angles.
Tool names follow a consistent agentimus-verb-noun pattern throughout, with verbs clear (check, identify, preview, read, scan, suggest). All use snake_case with a common prefix. Minor deviation: three preview tools use preview while most read tools use read, and what one might expect to be 'read-exposed-files' is named 'scan-exposed-files', creating slight inconsistency in verb choice, but the overall convention is consistent.
15 tools is within the ideal 3-15 range for a well-scoped server. The server covers a coherent domain (AI-visibility, search-readiness, and content optimization for an AEO/GEO platform) and each tool maps to a plausible feature area of that platform: checking pages, reading traffic from various sources, previewing outputs, and suggesting optimizations. No tool feels redundant or unnecessary.
The tool surface covers the domain well: page readability checks, AI traffic from multiple sources (server, edge, request log), search performance from Google and Bing, visibility from both AI and search, readiness scoring, and content suggestions. Obvious gaps include write/update tools (only suggest-internal-links hints at 'write-description / update-content' as referenced tools, but they aren't present in this set) — the tools are almost entirely read-only. The completeness dimension might be judged as slightly incomplete if actions beyond suggestions are expected.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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