seogeoaeo.ai

io.github.SRX9v1.0.0更新於 Oct 7, 2026

Research competitors, keywords and ads, and check any site for SEO, AEO and GEO with ranked fixes.

已驗證Streamable HTTP可網頁執行Web Search & ScrapingData & Analytics

概覽

AI 產生的概覽

讓助理研究競爭對手、關鍵字與廣告,並檢查公開網站的 SEO、AEO 與 GEO 就緒度,提供依優先順序排列的修正建議。

功能
這是一個遠端 MCP 伺服器,提供兩組共 51 個工具。研究類工具會回傳競爭對手清單、網域概觀、反向連結、關鍵字缺口、關鍵字指標、競爭對手在 Google、Meta 與 LinkedIn 投放的廣告,以及 AI 回答引用的頁面。網站檢查類工具會檢測公開頁面的索引、robots 與 AI 爬蟲存取、重新導向、網站地圖、頁面 SEO、圖片、渲染、行動版一致性、Core Web Vitals、結構化資料、可讀性、E-E-A-T、品牌實體與 AI 能見度。run-assessment 工具以 0 到 100 分評估 SEO、AEO 與 AI 存取,並回傳一份依優先順序排列的修正清單;輔助工具可查詢點數與執行狀態。
適用情境
當助理需要研究競爭對手、關鍵字或廣告投放,或需要稽核公開網站在搜尋與 AI 回答方面的就緒度並取得具體修正建議時使用。適合 SEO、內容與成長類工作流程,可在部署修改後重新執行以驗證成效。
執行需求
遠端 Streamable HTTP 端點 seogeoaeo.ai/api/mcp(僅支援 POST);不需要本機執行環境,僅支援 stdio 的用戶端可用 mcp-remote 橋接。需要帳號與 API 金鑰,透過 Authorization 標頭傳送(Bearer sga_...),通常放在 SEOGEOAEO_API_KEY 環境變數中。執行會消耗點數,因此需要有效的付費工作區方案。
安裝前請注意
執行會消耗付費方案中的點數(Indie 每月 29 美元起);單頁評估需 67 點,部分工具需 95 至 160 點。Authorization 中的 Bearer 金鑰屬於機密,應放在環境變數中,外洩後應在服務方撤銷。工具只接受公開的 http(s) URL,localhost 與私有位址會被拒絕。部分工具會呼叫付費模型服務,應僅在明確要求時執行;可用 maxCredits 限制價格、用 idempotencyKey 避免重複扣款。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 seogeoaeo.ai,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "seogeoaeo": {
      "type": "http",
      "url": "https://seogeoaeo.ai/api/mcp"
    }
  }
}

README

[seogeoaeo.ai]

seogeoaeo.ai for AI agents

Research competitors, keywords, ads and AI citations, and check any public website for SEO, AEO and GEO readiness, from your coding agent. This repo packages the seogeoaeo.ai MCP server, REST API and agent skill so Claude Code, Cursor, Codex, VS Code and any other MCP client can install them in one step.

Each tool does one job. A site check returns findings with a severity, why each one matters and how to fix it, plus a prioritized list of changes your agent can apply. Re-run the same tool afterwards to verify the fix. A research tool returns the data: competitors, keywords, ads or the pages AI answers cite.

1. Get an API key

Sign in at seogeoaeo.ai, then create a key at seogeoaeo.ai/api-keys. Keys start with sga_. Runs spend credits from your workspace plan, so a plan must be active.

Put the key in an environment variable instead of pasting it into config files:

bash
export SEOGEOAEO_API_KEY=sga_your_key_here

2. Install

Claude Code

bash
claude mcp add --transport http --scope user seogeoaeo https://seogeoaeo.ai/api/mcp \  --header "Authorization: Bearer $SEOGEOAEO_API_KEY"

Or install the plugin, which adds the MCP server and the skill together:

bash
claude plugin marketplace add SRX9/seogeoaeo-mcpclaude plugin install seogeoaeo@seogeoaeo

The plugin reads SEOGEOAEO_API_KEY from your environment.

Cursor

Add this to ~/.cursor/mcp.json (or .cursor/mcp.json in a project):

json
{  "mcpServers": {    "seogeoaeo": {      "url": "https://seogeoaeo.ai/api/mcp",      "headers": { "Authorization": "Bearer ${env:SEOGEOAEO_API_KEY}" }    }  }}

The repo also ships a Cursor plugin manifest in .cursor-plugin/.

VS Code

Add this to .vscode/mcp.json:

json
{  "servers": {    "seogeoaeo": {      "type": "http",      "url": "https://seogeoaeo.ai/api/mcp",      "headers": { "Authorization": "Bearer ${env:SEOGEOAEO_API_KEY}" }    }  }}

Codex

Add this to ~/.codex/config.toml:

toml
[mcp_servers.seogeoaeo]url = "https://seogeoaeo.ai/api/mcp"bearer_token_env_var = "SEOGEOAEO_API_KEY"

Claude Desktop and other stdio-only clients

Bridge the remote server with mcp-remote:

json
{  "mcpServers": {    "seogeoaeo": {      "command": "npx",      "args": [        "-y",        "mcp-remote",        "https://seogeoaeo.ai/api/mcp",        "--header",        "Authorization:${AUTH_HEADER}"      ],      "env": { "AUTH_HEADER": "Bearer sga_your_key_here" }    }  }}

Skill only

If you only want the agent skill, copy skills/seogeoaeo into your agent's skills directory. It teaches the agent to call the REST API with curl, check the credit balance first, retry safely, pick the right research or check tool and apply the returned fixes. The always-current copy is served at seogeoaeo.ai/skills/seogeoaeo/SKILL.md.

What the agent can do

51 tools in two groups, each its own MCP tool named by its slug.

Research answers questions about the market: who your competitors are, what they rank for and which keywords you miss, keyword search volume, difficulty and cost per click, the Google, Facebook, Instagram and LinkedIn ads competitors keep running, and which pages Google AI Overviews and ChatGPT cite for a topic.

Site checks test your own pages. Start with one website assessment (run-assessment). It runs the core checks, scores SEO readiness, AEO readiness and AI access from 0 to 100 like PageSpeed Insights, and returns one fix list ordered by priority. Run it again after deploying to see the percent of earlier issues fixed. For a focused question, run a single check.

Prices below are from October 2026. Each MCP tool description carries the live price.

Research: competitors, keywords, ads and AI citations

Competitor research

  • competitor-finder (38 credits): Competitor Finder
  • domain-overview (50 credits): Domain Overview
  • backlink-finder (70 credits): Backlink Finder
  • competitor-keywords (35 credits): Competitor Keywords
  • keyword-gap (85 credits): Keyword Gap

Keyword research

  • keyword-research (34 credits): Keyword Research
  • keyword-metrics (33 credits): Keyword Metrics

Competitor ads

  • competitor-google-ads (15 credits): Competitor Google Ads
  • meta-ad-finder (5 credits): Meta Ad Finder
  • linkedin-ad-finder (5 credits): LinkedIn Ad Finder

AI answer citations

  • ai-citation-finder (160 credits): AI Citation Finder
  • ai-question-finder (160 credits): AI Question Finder

Site checks: SEO

Technical page check

  • indexing-checker (8 credits): Indexing & Canonical Checker
  • robots-checker (10 credits): Robots.txt & AI Crawler Checker
  • redirects-headers-checker (10 credits): Redirects, Headers & Host Checker

Site structure

  • orphan-page-finder (20 credits): Orphan Page Finder
  • broken-internal-link-finder (15 credits): Broken Internal Link Finder
  • xml-sitemap-validator (10 credits): XML Sitemap Validator
  • indexnow-checker (5 credits): IndexNow Checker & Submitter

On-page SEO

  • on-page-seo-checker (8 credits): On-Page SEO Checker
  • image-seo-checker (10 credits): Image SEO Checker

Rendering and mobile

  • ai-crawler-view (8 credits): AI Crawler View
  • mobile-parity-checker (5 credits): Mobile Parity Checker
  • page-size-checker (5 credits): Page Size & 2 MB Limit Checker

Performance

  • core-web-vitals-snapshot (20 credits): Core Web Vitals Snapshot

Keyword lists

  • keyword-deduplicator (3 credits): Keyword Deduplicator
  • keyword-clusterer (3 credits): Keyword Clusterer

International SEO

  • hreflang-checker (10 credits): Hreflang Checker

Bulk status checks

  • http-status-bulk-checker (20 credits): HTTP Status Bulk Checker

Social and search previews

  • open-graph-checker (5 credits): Open Graph & Social Card Checker
  • favicon-checker (5 credits): Favicon & Site Name Checker

Site checks: AEO

Structured data check

  • schema-checker (8 credits): Schema Markup Checker
  • product-schema-checker (5 credits): Product Schema Checker
  • local-business-checker (5 credits): Local Business Checker

Schema builder

  • schema-markup-generator (3 credits): Schema Markup Generator
  • organization-entity-markup-builder (3 credits): Organization Entity Markup Builder
  • faq-schema-builder (3 credits): FAQ Schema Builder
  • breadcrumb-schema-builder (3 credits): Breadcrumb Schema Builder

Content and answer readiness

  • citability-analyzer (5 credits): Citability Analyzer
  • readability-analyzer (5 credits): Readability Analyzer
  • content-freshness-checker (5 credits): Content Freshness Checker
  • author-eeat-checker (8 credits): Author & E-E-A-T Checker

Questions and topic coverage

  • question-finder (15 credits): Question Finder
  • keyword-ideas (15 credits): Keyword Ideas
  • fanout-coverage-checker (95 credits): Fan-out Coverage Checker

Site checks: GEO

Brand and AI visibility

  • brand-entity-checker (8 credits): Brand Entity Checker
  • ai-answer-visibility (120 credits): AI Answer Visibility
  • brand-narrative-check (150 credits): Brand Narrative Check

AI-agent utilities

  • ai-agent-readiness (10 credits): AI Agent Readiness Checker
  • llms-txt-generator (15 credits): llms.txt Generator

AI bot logs

  • ai-bot-log-analyzer (8 credits): AI Bot Log Analyzer

Helper tools: run-assessment, get-assessment, check-credits, get-run.

Pricing

Each tool is priced in credits, and the price is in the tool's description. Most site checks cost 3 to 20 credits. Research tools cost 5 to 85 credits, except ai-citation-finder and ai-question-finder at 160. The three tools that sample AI answers (fanout-coverage-checker 95, ai-answer-visibility 120, brand-narrative-check 150) call paid model providers, so the agent runs them only when you ask. A one-page website assessment costs 67 credits. Failed runs are refunded.

PlanPriceCredits
Indie$29/month2,000
Startup$69/month5,000
Scale$199/month22,000
Enterprise$499/month130,000

See seogeoaeo.ai/pricing for current prices and top-up packs. The agent can pass maxCredits on any run to refuse a price above what you expect, and idempotencyKey so a retry is never charged twice.

Limits and safety

  • Tools accept public http(s) URLs only. Localhost, private IPs and URLs with credentials are rejected.
  • Each tool allows 20 runs per 10 minutes per workspace and each key 120 requests per minute. A 429 carries Retry-After.
  • Keys are stored as SHA-256 hashes. Revoke a key at any time at seogeoaeo.ai/api-keys. Each workspace can hold 10 active keys.
  • Run results are kept for the latest 1,000 runs per workspace.

Repo layout

PathPurpose
server.jsonOfficial MCP Registry listing
.mcp.jsonClaude Code and Codex plugin MCP config
mcp.jsonCursor plugin MCP config
.claude-plugin/Claude Code plugin and marketplace manifests
.cursor-plugin/Cursor plugin manifest
.codex-plugin/, .agents/plugins/Codex plugin manifest and marketplace
skills/seogeoaeo/SKILL.mdAgent skill
assets/Logo (SVG and 512px PNG)
glama.jsonGlama ownership claim
SUBMISSIONS.mdWhere to submit and what to paste

This repo holds configuration only. The service itself is hosted at seogeoaeo.ai.

Support

Questions or problems: seogeoaeo.ai/contact.

License

MIT for the contents of this repo. Use of the hosted service is covered by the terms and privacy policy.

來源:README.md,提交 480b635

工具

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版本歷史

1
  1. v1.0.0最新Oct 7, 2026