Koskamo

AEO Toolkit MCP

Hosted MCP servers providing tools to audit websites for Answer Engine Optimization (AEO), prospect backlinks, and query Google Analytics 4, Search Console, and Bing Webmaster data in natural language.

Visit AEO Toolkit

Endpoint and access

OAuth sign-in: the first time you connect, your client opens the vendor's own authorization prompt in a browser.

AEO Toolkit MCP logo, by AEO ToolkitVendor evidenceStreamable HTTPOAuth sign-inEndpoint checked 2026-11-01Operated by AEO Toolkit
You need:Authentication: sign in with Google when your client promptsTools that call third-party AI (Perplexity, your LLM) take a request-scoped key you supply
MCP endpoint (Streamable HTTP)
https://aeo.advancelabs.dev/api/mcp/search/mcp
Vendor documentation

What you can do with it

  • Audit a site for answer-engine optimization and measure citation visibility
  • Query Google Analytics 4 and Search Console data in natural language
  • Find guest-post and resource-page link prospects for a topic
  • Compare aggregate Search Console performance between two date ranges

Source and maintenance

Vendor evidenceRegistry 1.0.2
mcp-registry: dev.advancelabs/aeo-search@1.0.2Source repositoryProject website
Maintenance checked

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
279 ms
95th percentile latency
279 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 279 ms · metadata changed · refuses unauthenticated initialize (HTTP 401)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http aeo-toolkit-mcp https://aeo.advancelabs.dev/api/mcp/search/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add aeo-toolkit-mcp --url https://aeo.advancelabs.dev/api/mcp/search/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable aeo-toolkit-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "aeo-toolkit-mcp": {
      "url": "https://aeo.advancelabs.dev/api/mcp/search/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "aeo-toolkit-mcp": {
      "type": "streamableHttp",
      "url": "https://aeo.advancelabs.dev/api/mcp/search/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start aeo-toolkit-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "aeo-toolkit-mcp": {
      "type": "http",
      "url": "https://aeo.advancelabs.dev/api/mcp/search/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http aeo-toolkit-mcp https://aeo.advancelabs.dev/api/mcp/search/mcp

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.
Claude Desktop configuration
{
  "mcpServers": {
    "aeo-toolkit-mcp": {
      "url": "https://aeo.advancelabs.dev/api/mcp/search/mcp"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "aeo-toolkit-mcp": {
      "serverUrl": "https://aeo.advancelabs.dev/api/mcp/search/mcp"
    }
  }
}

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