MCPサーバー

AEO Scanner

io.github.Convrgent/aeo-scanner

このMCPでできること

Audits websites for AI search visibility, citation readiness, and agent accessibility, then generates implementation fixes.

audit_site
Full AI visibility audit across 77+ checks in 12 categories (4 AEO + 4 GEO + 4 Agent Readiness). Returns detailed per-check scores with specific issues and recommendations, AI Identity Card with mention readiness and detected competitors, and business profile. GEO checks include 3 research-backed citation signals: factual density, answer frontloading, and source citations. Agent Readiness covers emerging agent-discovery standards Cloudflare's isitagentready.com evaluates: RFC 9727 api-catalog, SEP-1649 MCP Server Card, and IETF Content-Signal (draft-romm-aipref). Does NOT generate fix code — pass this response's id as scan_id to fix_site (within 1 hour) to get fixes WITHOUT a re-crawl, or use compare_sites to benchmark against a competitor. Pay per call ($1.00) via x402 — USDC on Base or Solana. Machine payment via signed X-PAYMENT header; see https://www.x402.org/. On payment_required, the response includes the full x402 payload with payTo/amount/asset.
読み取り専用 外部アクセスあり
入力スキーマ
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': 'Full URL to audit'}, 'pages': {'type': 'integer', 'default': 5, 'maximum': 10, 'minimum': 1, 'description': 'Number of pages to audit (1-10)'}, 'categories': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Filter to specific categories: structured_data, meta_technical, ai_accessibility, content_quality, brand_narrative, citation_readiness, authority_signals, entity_definition, machine_identity, api_discoverability, structured_actions, programmatic_access'}}}
compare_sites
Competitive gap analysis — scans two sites concurrently, shows side-by-side scores, category-by-category winners, competitive gaps (checks where the competitor scored 20+ higher), and generated overtake fix code with projected scores after closing gaps. Use this when the user wants to benchmark against a competitor or when scan_site detects competitors in the AI Identity Card. Pay per call ($3.00) via x402 — USDC on Base or Solana. On payment_required, the response includes the full x402 payload with payTo/amount/asset.
読み取り専用 外部アクセスあり
入力スキーマ
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['url', 'competitorUrl'], 'properties': {'url': {'type': 'string', 'description': 'Your site URL'}, 'pages': {'type': 'integer', 'default': 5, 'maximum': 5, 'minimum': 1, 'description': 'Number of pages to scan per site (1-5)'}, 'competitorUrl': {'type': 'string', 'description': 'Competitor site URL to benchmark against'}}}
fix_site
Generate complete fix code for all AI visibility issues across AEO, GEO, and Agent Readiness. Returns working code you can apply directly — schema generation, robots.txt, sitemap, llms.txt, meta tags, structured data, citation signals, entity markup. Also returns two-tier score projections: quick wins (critical + high fixes only) and full implementation ceiling (all fixes). TIP: pass scan_id from a fresh audit_site result (kept 1 hour) to skip the re-crawl — instant response, same price. Content recommendations include research citations. Run scan_site first to see which issues exist. Pay per call ($5.00) via x402 — USDC on Base or Solana. On payment_required, the response includes the full x402 payload with payTo/amount/asset.
外部アクセスあり
入力スキーマ
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'url': {'type': 'string', 'description': 'Full URL to generate fixes for (required unless scan_id is given)'}, 'pages': {'type': 'integer', 'default': 5, 'maximum': 10, 'minimum': 1, 'description': 'Number of pages to analyze (1-10); ignored when scan_id is used'}, 'format': {'enum': ['generic', 'claude_code'], 'type': 'string', 'default': 'generic', 'description': 'Output format: generic or claude_code (optimized for Claude Code)'}, 'scan_id': {'type': 'string', 'description': 'id from a recent audit_site response â\x80\x94 reuses that crawl (1h TTL), instant response'}}}
scan_site
Quick AI visibility scan. Returns three scores: AEO Score (0-100, AI search engine findability), GEO Score (0-100, AI citation readiness), and Agent Readiness Score (0-100, AI agent interaction capability). Also returns AI Identity Card with mention readiness (0-100, predicts how likely AI will mention the brand), detected competitors, business profile (commerce/saas/media/general), and top 5 issues. 77+ checks across 12 categories. Free — no API key needed. Does NOT return per-check details or fix code — use audit_site for full breakdown, fix_site for generated fixes, compare_sites to benchmark against a competitor.
読み取り専用 外部アクセスあり
入力スキーマ
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': 'Full URL to scan (e.g. https://example.com)'}, 'pages': {'type': 'integer', 'default': 3, 'maximum': 5, 'minimum': 1, 'description': 'Number of pages to scan (1-5)'}}}
追加
compare_sites
2026年9月17日12:41
追加
fix_site
2026年9月17日12:41
追加
audit_site
2026年9月17日12:41
追加
scan_site
2026年9月17日12:41