要作到快速利用 Claude AI 來即時分析 Google Search Console 的資料就不得不說明一下 MCP 。Model Context Protocol (MCP) 是由 Anthropic 在 2024 年底推出的開放標準協定，旨在讓大型語言模型（LLM）——如 Claude、GPT、Gemini 等——能夠以安全、統一的方式連接外部資料的協定、如即時資料來源與服務端（如 API、資料庫、桌面應用、雲端服務等）簡而言之，MCP 就像「AI 的 USB 接口」，規範模型如何呼叫外部資源，避免手動定義不同格式與語法，大幅降低整合複雜性。也正因為如此過往 AI 無法回覆或分析即時資料的問題得以解決。
安裝相關必要程式及設定
由於程式安裝跟設定有一定的難度．這邊我個人建議由專業的人來幫你處理。或去 github 的程式主網觀看。
Claude AI MCP 設定上我是用 conda 每個人可能不一樣我這邊貼一下我的設定
{
"mcpServers": {
"gsc-search": {
"command": "conda",
"args": [
"run",
"-n",
"env311",
"--no-capture-output",
"mcp",
"run",
"程式路徑 gsc_server.py"
],
"env": {
"GSC_CREDENTIALS_PATH": "你產的 google json 檔路徑 ",
"GSC_SITE_URL": "https://example.com/",
"GSC_SKIP_OAUTH": "true"
}
}
}
}
正常設定正確時 Claude Desktop 會顯示如下. 表示是目前是正常執行的
分析提示詞(該程式提供的範例)
Identify queries where I’m ranking on page 2 (positions 11-20) that have high impressions but low CTR, then inspect the corresponding URLs and suggest title and meta description improvements. two weeks data only.
Clade AI 產出(URL 已轉換過)
Page 2 SEO Optimization Opportunities – Example.com
Analysis Period: May 28 – June 11, 2025 (14 days)
🎯 Top Priority Opportunities
1. 公貓發情時間 (Male Cat Heat Cycle)
URL: https://example.com/archives/2130
- Current Position: 11.3 (Page 2)
- Impressions: 81
- CTR: 2.47% ❌ Very Low
- Clicks: 2
Current Issues:
- Likely generic title not matching search intent
- Missing compelling meta description for emotional pet topic
Recommended Optimizations:
- New Title:
公貓發情時間多長？完整週期與行為變化指南 | 新手貓奴必知 - New Meta Description:
公貓發情時間通常持續7-10天，但行為變化可能更早出現。了解發情週期、症狀識別與適當處理方式，幫助新手飼主正確照護愛貓。
2. 寵物過世 (Pet Loss/Death)
URL: https://example.com/archives/2130
- Current Position: 10.9 (Page 2)
- Impressions: 144 ⭐ Highest Impressions
- CTR: 2.08% ❌ Extremely Low
- Clicks: 3
Current Issues:
- Sensitive topic needs empathetic, helpful title
- Likely missing emotional support angle in meta description
Recommended Optimizations:
- New Title:
寵物過世怎麼辦？善終照護與心理調適完整指南 - New Meta Description:
面對寵物離世，了解善終照護、後事處理與心理調適方式。提供溫暖陪伴與實用建議，幫助飼主度過失去毛孩的痛苦時光。
3. 貓飼料 推薦 (Cat Food Recommendations)
URL:https://example.com/archives/2130
- Current Position: 12.6 (Page 2)
- Impressions: 15
- CTR: 20% ✅ Good CTR but position needs improvement
- Clicks: 3
Current Content: 12款低碳水化合物貓糧評比
Recommended Optimizations:
- New Title:
2025貓飼料推薦TOP12！低碳水化合物貓糧評比與選購指南 - New Meta Description:
精選12款優質貓飼料推薦，包含低碳水化合物配方評比、成分分析與選購要點。為您的貓咪挑選最適合的營養飼料。
📊 Secondary Opportunities
4. 愛滋貓 (FIV Cats)
URL: https://example.com/archives/2130
- Position: 9.7, Impressions: 95, CTR: 3.16%
Recommended Optimizations:
- Title:
愛滋貓能活多久？FIV貓咪照護指南與飼養注意事項 - Meta:
貓愛滋(FIV)不等於絕症！了解愛滋貓的壽命、症狀、傳染方式與正確照護方法，給FIV貓咪溫暖的家。
5. 狗狗結紮年齡 (Dog Spaying Age)
URL:https://example.com/archives/2130
- Position: 7.2, Impressions: 71, CTR: 4.23%
Recommended Optimizations:
- Title:
狗狗結紮最佳年齡是幾歲？公母犬結紮時機與注意事項 - Meta:
狗狗結紮年齡建議：小型犬6-8個月，大型犬8-12個月。了解結紮最佳時機、風險評估與術前術後照護要點。
🔧 Implementation Strategy
Phase 1: High-Impact Pages (Week 1)
- 寵物過世 – Highest impressions, lowest CTR
- 公貓發情時間 – High impressions, very low CTR
Phase 2: Medium-Impact Pages (Week 2-3)
- 貓飼料推薦 – Good CTR, improve position
- 愛滋貓 – Moderate impressions, improve CTR
Phase 3: Monitor & Optimize (Week 4+)
- Track ranking improvements
- A/B test meta descriptions
- Adjust based on performance data
📈 Expected Results
Conservative Estimates:
- CTR Improvement: 2-4x increase (from 2-3% to 6-12%)
- Position Improvement: 3-5 positions up within 4-6 weeks
- Additional Monthly Clicks: 50-100 more clicks from these queries alone
Key Success Metrics:
- Track positions 11-20 → positions 6-10
- Monitor CTR improvements in GSC
- Measure overall organic traffic increase
💡 Additional Recommendations
- Content Updates: Consider refreshing content for 2025 relevance
- Internal Linking: Cross-link related pet care articles
- Featured Snippets: Optimize for “how long”, “what to do” type queries
- Mobile Experience: Ensure fast loading for mobile users
- Schema Markup: Add FAQ or How-to schema for better SERP visibility
