{"id":"visiblyai-mcp-server","name":"visiblyai-mcp-server","af_score":47.5,"security_score":53.5,"reliability_score":17.5,"what_it_does":"Provides an MCP server that exposes VisiblyAI SEO tools to Claude Code, including local/free SEO helper tools and paid API-powered analysis tools (credits-based), plus tools that can query connected Google Search Console/GA4 data via the VisiblyAI platform.","best_when":"Used from Claude Code via MCP to perform SEO research, validation, and audits interactively with a mix of free local tools and credit-consuming remote/API tools.","avoid_when":"Avoid for workflows that cannot tolerate missing details on error codes, rate limits, or data-handling guarantees—especially for paid API calls and Google-connected queries.","last_evaluated":"2026-04-04T21:40:09.514654+00:00","has_mcp":true,"has_api":false,"auth_methods":["MCP over HTTP with Authorization: Bearer <API key>","MCP over stdio for local tool mode with VISIBLYAI_API_KEY env var (for paid tools)","Google OAuth tokens connected via VisiblyAI platform (for GSC/GA4 query tools)"],"has_free_tier":true,"known_gotchas":["Some tools require an API key and will fail or be limited when VISIBLYAI_API_KEY is missing/insufficient.","Paid tools consume credits; agents should avoid unbounded repeated calls (e.g., crawls/workflows) without cost awareness.","Google-connected tools rely on user-managed connections via VisiblyAI; availability depends on proper OAuth connection setup."],"error_quality":0.0}