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:

export SEOGEOAEO_API_KEY=sga_your_key_here

Related MCP server: sightvane-mcp

2. Install

Claude Code

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:

claude plugin marketplace add SRX9/seogeoaeo-mcp
claude 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):

{
  "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:

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

Codex

Add this to ~/.codex/config.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:

{
  "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.

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

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.