
seogeoaeo.ai
io.github.SRX9v1.0.0更新于 Oct 7, 2026
Research competitors, keywords and ads, and check any site for SEO, AEO and GEO with ranked fixes.
概览
让助手调研竞争对手、关键词和广告,并检查公开网站的 SEO、AEO 与 GEO 就绪度,给出按优先级排序的修复建议。
- 功能
- 这是一个远程 MCP 服务器,提供两组共 51 个工具。调研类工具返回竞争对手名单、域名概览、外链、关键词缺口、关键词指标、竞争对手在 Google、Meta 和 LinkedIn 投放的广告,以及 AI 回答引用的页面。站点检查类工具检测公开页面的索引、robots 与 AI 爬虫访问、重定向、站点地图、页面 SEO、图片、渲染、移动端一致性、Core Web Vitals、结构化数据、可读性、E-E-A-T、品牌实体和 AI 可见性。run-assessment 工具按 0 到 100 分评估 SEO、AEO 和 AI 访问,并返回一份按优先级排序的修复清单;辅助工具可查询积分和运行状态。
- 适用场景
- 当助手需要调研竞争对手、关键词或广告投放,或需要审计公开网站在搜索与 AI 回答方面的就绪度并获得具体修复建议时使用。适合 SEO、内容和增长类工作流,可在部署修改后重新运行以验证效果。
- 运行要求
- 远程 Streamable HTTP 端点 seogeoaeo.ai/api/mcp(仅支持 POST);无需本地运行时,仅支持 stdio 的客户端可用 mcp-remote 桥接。需要账号和 API 密钥,通过 Authorization 请求头发送(Bearer sga_...),通常放在 SEOGEOAEO_API_KEY 环境变量中。运行会消耗积分,因此需要有效的付费工作区套餐。
安装
在 SourceWeft 中
- 打开 控制台中的 seogeoaeo.ai,将其添加到工作区。
- 为需要使用其工具的对话启用该服务。
Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。
其他 MCP 客户端
把它添加到你客户端的 mcpServers 配置中。
{
"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.
来源:README.md,提交 480b635
工具
0版本历史
1- v1.0.0最新Oct 7, 2026

