SEOPro AI
Turn Search Console data into SEO actions, content, publishing, indexing, and AI insights.
我該用這個嗎
品質與安全性
發現項目（2）
- LOWTool 'list_websites' suggests web access but openWorldHint=false在 list_websites 中
- LOWTool 'get_website_stats' suggests web access but openWorldHint=false在 get_website_stats 中
根據工具定義與協定合規性的自動化分析。
上下文成本
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"seo-agent": {
"url": "https://api.seoproai.co/api/mcp"
}
}
}遠端端點
https://api.seoproai.co/api/mcpstreamable-http它能做什麼
工具清單
工具（18）
🟢list_websites
List the websites in the user's SEOPro AI account. Returns each website's numeric website_id (needed by most other tools), URL, platform and autopilot status. Call this first.
輸入結構描述
{
"type": "object",
"properties": {},
"title": "list_websitesArguments"
}🟢get_website_stats(website_id)
Get content stats for a website: total articles, keywords tracked, published posts and whether SEO autopilot is enabled.
輸入結構描述
{
"type": "object",
"properties": {
"website_id": {
"title": "Website Id",
"type": "integer"
}
},
"required": [
"website_id"
],
"title": "get_website_statsArguments"
}🟢get_search_performance(website_id, start_date, end_date)
Get the Google Search Console performance summary for a website: clicks, impressions, CTR, average position, top keywords, AI-assistant traffic sources and device/country breakdowns. Dates are YYYY-MM-DD; defaults to the last 30 days.
輸入結構描述
{
"type": "object",
"properties": {
"website_id": {
"title": "Website Id",
"type": "integer"
},
"start_date": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Start Date"
},
"end_date": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "End Date"
}
},
"required": [
"website_id"
],
"title": "get_search_performanceArguments"
}🟢get_top_search_keywords(website_id, start_date, end_date, limit)
List the website's top search keywords with clicks, impressions, CTR and average position. Great for finding quick wins (positions 5-15 with high impressions). Dates are YYYY-MM-DD; defaults to the last 30 days.
輸入結構描述
{
"type": "object",
"properties": {
"website_id": {
"title": "Website Id",
"type": "integer"
},
"start_date": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Start Date"
},
"end_date": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "End Date"
},
"limit": {
"default": 50,
"title": "Limit",
"type": "integer"
}
},
"required": [
"website_id"
],
"title": "get_top_search_keywordsArguments"
}🟢get_search_trends(website_id, months)
Get monthly search-performance trends (clicks, impressions, CTR, average position) for the last N months. Use to spot growth or decay.
輸入結構描述
{
"type": "object",
"properties": {
"website_id": {
"title": "Website Id",
"type": "integer"
},
"months": {
"default": 6,
"title": "Months",
"type": "integer"
}
},
"required": [
"website_id"
],
"title": "get_search_trendsArguments"
}🟢get_ai_search_traffic(website_id, start_date, end_date, limit)
Show traffic the website receives from AI assistants and AI search (ChatGPT, Perplexity, Claude, Gemini, etc.): sessions, engaged pages and per-source breakdowns. Dates are YYYY-MM-DD; defaults to the last 30 days.
輸入結構描述
{
"type": "object",
"properties": {
"website_id": {
"title": "Website Id",
"type": "integer"
},
"start_date": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Start Date"
},
"end_date": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "End Date"
},
"limit": {
"default": 20,
"title": "Limit",
"type": "integer"
}
},
"required": [
"website_id"
],
"title": "get_ai_search_trafficArguments"
}⚪run_seo_audit(url)
Run a technical SEO audit on any URL: meta tags, headings, images, links, performance, content quality, security and social metadata, with a scored result. Rate-limited for free accounts.
輸入結構描述
{
"type": "object",
"properties": {
"url": {
"title": "Url",
"type": "string"
}
},
"required": [
"url"
],
"title": "run_seo_auditArguments"
}🟢check_ai_citations(url)
Check whether AI assistants (ChatGPT, Claude, Gemini, Perplexity) mention or cite a website when answering questions in its niche. Takes 1-3 minutes; results are cached for 7 days.
輸入結構描述
{
"type": "object",
"properties": {
"url": {
"title": "Url",
"type": "string"
}
},
"required": [
"url"
],
"title": "check_ai_citationsArguments"
}🟢get_backlink_profile(website_id)
Get the website's backlink profile from the SEOPro AI backlink network: totals, unique sources, available credits and the most recent earned backlinks.
輸入結構描述
{
"type": "object",
"properties": {
"website_id": {
"title": "Website Id",
"type": "integer"
}
},
"required": [
"website_id"
],
"title": "get_backlink_profileArguments"
}🟢get_keyword_plan(website_id)
Get the website's scheduled keyword/content plan: which keywords are planned, their scheduled dates and statuses.
輸入結構描述
{
"type": "object",
"properties": {
"website_id": {
"title": "Website Id",
"type": "integer"
}
},
"required": [
"website_id"
],
"title": "get_keyword_planArguments"
}🔴generate_keyword_plan(website_id, topic_instructions, primary_keywords, secondary_keywords, replace_existing, ...)
Generate an AI keyword/content plan for the website. Optionally guide it with topic instructions and comma-separated primary/secondary keywords. Can take a minute or two. Set replace_existing=true only after the user explicitly approves discarding the current plan's pending topics; that path also requires confirm_replace_existing=true.
輸入結構描述
{
"type": "object",
"properties": {
"website_id": {
"title": "Website Id",
"type": "integer"
},
"topic_instructions": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Topic Instructions"
},
"primary_keywords": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Primary Keywords"
},
"secondary_keywords": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Secondary Keywords"
},
"replace_existing": {
"default": false,
"title": "Replace Existing",
"type": "boolean"
},
"confirm_replace_existing": {
"default": false,
"title": "Confirm Replace Existing",
"type": "boolean"
}
},
"required": [
"website_id"
],
"title": "generate_keyword_planArguments"
}🟢generate_article(website_id, keyword, scheduled_date, topic)
Start generating an SEO article for a target keyword. Returns immediately; generation takes 5-10 minutes in the background — poll get_article_status for the scheduled_date until it shows a blog. scheduled_date is YYYY-MM-DD and defaults to today (UTC). One article is generated per website per date; if that date already has an article the existing blog_id is returned. Counts toward the plan's monthly limit.
輸入結構描述
{
"type": "object",
"properties": {
"website_id": {
"title": "Website Id",
"type": "integer"
},
"keyword": {
"title": "Keyword",
"type": "string"
},
"scheduled_date": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Scheduled Date"
},
"topic": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Topic"
}
},
"required": [
"website_id",
"keyword"
],
"title": "generate_articleArguments"
}🟢get_article_status(website_id, start_date, end_date)
Check article generation/publication status per date. Dates are YYYY-MM-DD and default to the current month. A date with has_blog=true and a blog_id means the article is ready to read via get_article.
輸入結構描述
{
"type": "object",
"properties": {
"website_id": {
"title": "Website Id",
"type": "integer"
},
"start_date": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Start Date"
},
"end_date": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "End Date"
}
},
"required": [
"website_id"
],
"title": "get_article_statusArguments"
}🟢list_articles(website_id, status, limit)
List the website's articles (drafts and published), newest first. Optionally filter by status (e.g. 'draft', 'published').
輸入結構描述
{
"type": "object",
"properties": {
"website_id": {
"title": "Website Id",
"type": "integer"
},
"status": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Status"
},
"limit": {
"default": 25,
"title": "Limit",
"type": "integer"
}
},
"required": [
"website_id"
],
"title": "list_articlesArguments"
}🟢get_article(blog_id, include_content)
Read a single article by blog_id. By default returns metadata and a short excerpt; set include_content=true for the full HTML content.
輸入結構描述
{
"type": "object",
"properties": {
"blog_id": {
"title": "Blog Id",
"type": "integer"
},
"include_content": {
"default": false,
"title": "Include Content",
"type": "boolean"
}
},
"required": [
"blog_id"
],
"title": "get_articleArguments"
}🔴publish_article(blog_id, publish_as_draft, confirm_publish)
Publish an article to the website's connected platform (WordPress, Shopify, Webflow, etc.). Set publish_as_draft=true to push it as an unpublished draft in the CMS instead of going live. Before calling, show the user the article and destination and obtain explicit approval. Every call requires confirm_publish=true.
輸入結構描述
{
"type": "object",
"properties": {
"blog_id": {
"title": "Blog Id",
"type": "integer"
},
"publish_as_draft": {
"default": false,
"title": "Publish As Draft",
"type": "boolean"
},
"confirm_publish": {
"default": false,
"title": "Confirm Publish",
"type": "boolean"
}
},
"required": [
"blog_id"
],
"title": "publish_articleArguments"
}🔴request_indexing(website_id, urls, confirm_indexing)
Submit up to 50 URLs for search-engine indexing (Google/Bing) via SEOPro AI auto-indexing. Requires the auto-indexing feature on the account. Show the exact URL list and obtain explicit user approval first; every call requires confirm_indexing=true.
輸入結構描述
{
"type": "object",
"properties": {
"website_id": {
"title": "Website Id",
"type": "integer"
},
"urls": {
"items": {
"type": "string"
},
"title": "Urls",
"type": "array"
},
"confirm_indexing": {
"default": false,
"title": "Confirm Indexing",
"type": "boolean"
}
},
"required": [
"website_id",
"urls"
],
"title": "request_indexingArguments"
}🟢get_indexing_status(website_id)
Get auto-indexing stats for the website: how many URLs are indexed, pending or failed.
輸入結構描述
{
"type": "object",
"properties": {
"website_id": {
"title": "Website Id",
"type": "integer"
}
},
"required": [
"website_id"
],
"title": "get_indexing_statusArguments"
}社群
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