
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.
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
在 SourceWeft 中
- 開啟 儀表板中的 seogeoaeo.ai,將其新增到工作區。
- 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 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.
- MCP endpoint:
https://seogeoaeo.ai/api/mcp(stateless Streamable HTTP, POST only) - REST API:
https://seogeoaeo.ai/api/v1, described by/openapi.json - Docs for agents:
/agents,/llms.txt,/llms-full.txt
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:
2. Install
Claude Code
Or install the plugin, which adds the MCP server and the skill together:
The plugin reads SEOGEOAEO_API_KEY from your environment.
Cursor
Add this to ~/.cursor/mcp.json (or .cursor/mcp.json in a project):
The repo also ships a Cursor plugin manifest in .cursor-plugin/.
VS Code
Add this to .vscode/mcp.json:
Codex
Add this to ~/.codex/config.toml:
Claude Desktop and other stdio-only clients
Bridge the remote server with mcp-remote:
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 Finderdomain-overview(50 credits): Domain Overviewbacklink-finder(70 credits): Backlink Findercompetitor-keywords(35 credits): Competitor Keywordskeyword-gap(85 credits): Keyword Gap
Keyword research
keyword-research(34 credits): Keyword Researchkeyword-metrics(33 credits): Keyword Metrics
Competitor ads
competitor-google-ads(15 credits): Competitor Google Adsmeta-ad-finder(5 credits): Meta Ad Finderlinkedin-ad-finder(5 credits): LinkedIn Ad Finder
AI answer citations
ai-citation-finder(160 credits): AI Citation Finderai-question-finder(160 credits): AI Question Finder
Site checks: SEO
Technical page check
indexing-checker(8 credits): Indexing & Canonical Checkerrobots-checker(10 credits): Robots.txt & AI Crawler Checkerredirects-headers-checker(10 credits): Redirects, Headers & Host Checker
Site structure
orphan-page-finder(20 credits): Orphan Page Finderbroken-internal-link-finder(15 credits): Broken Internal Link Finderxml-sitemap-validator(10 credits): XML Sitemap Validatorindexnow-checker(5 credits): IndexNow Checker & Submitter
On-page SEO
on-page-seo-checker(8 credits): On-Page SEO Checkerimage-seo-checker(10 credits): Image SEO Checker
Rendering and mobile
ai-crawler-view(8 credits): AI Crawler Viewmobile-parity-checker(5 credits): Mobile Parity Checkerpage-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 Deduplicatorkeyword-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 Checkerfavicon-checker(5 credits): Favicon & Site Name Checker
Site checks: AEO
Structured data check
schema-checker(8 credits): Schema Markup Checkerproduct-schema-checker(5 credits): Product Schema Checkerlocal-business-checker(5 credits): Local Business Checker
Schema builder
schema-markup-generator(3 credits): Schema Markup Generatororganization-entity-markup-builder(3 credits): Organization Entity Markup Builderfaq-schema-builder(3 credits): FAQ Schema Builderbreadcrumb-schema-builder(3 credits): Breadcrumb Schema Builder
Content and answer readiness
citability-analyzer(5 credits): Citability Analyzerreadability-analyzer(5 credits): Readability Analyzercontent-freshness-checker(5 credits): Content Freshness Checkerauthor-eeat-checker(8 credits): Author & E-E-A-T Checker
Questions and topic coverage
question-finder(15 credits): Question Finderkeyword-ideas(15 credits): Keyword Ideasfanout-coverage-checker(95 credits): Fan-out Coverage Checker
Site checks: GEO
Brand and AI visibility
brand-entity-checker(8 credits): Brand Entity Checkerai-answer-visibility(120 credits): AI Answer Visibilitybrand-narrative-check(150 credits): Brand Narrative Check
AI-agent utilities
ai-agent-readiness(10 credits): AI Agent Readiness Checkerllms-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.
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
429carriesRetry-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
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
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1- v1.0.0最新Oct 7, 2026


