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AI Agent Search Optimization

Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt matrices for websites.

Connector by SeyitKaanGunes · GitHub account verified by the MCP Registry

IndexedLicense unknownLocal (stdio)
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/seyitkaangunes-ai-agent-search-optimization

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt matrices for websites.

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
1 read · 1 write · 0 delete · 1 not yet classified
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 3

Read from the source code; the running server may list different tools.

Read 1 · Look things up without changing anything.

  • audit_site

Write 1 · Create, change, send or run things.

  • build_llms_txt

Not yet classified 1 · We could not tell from the name and description.

  • prompt_matrix

Files it touches

  • Any path the agent passes to its tools

Tools (3)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • audit_site

    Audit a website URL for AI search readiness: crawler access, robots.txt, llms.txt, sitemap discovery, schema, visible text, and citation-readiness blockers.

  • build_llms_txt

    Generate a concise /llms.txt draft as a curated map for AI agents. This is not a ranking guarantee.

  • prompt_matrix

    Generate reusable AI visibility prompts for ChatGPT, Perplexity, Google AI Mode, and similar answer engines.

Signals

Last release
Jun 18, 2026 (4 months ago)

Details

Registry name
io.github.SeyitKaanGunes/ai-agent-search-optimization
Version
0.1.1
Auth
No auth
Packages
npm mcp-server-ai-agent-search-optimization
License
License unknown
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registry
Cite this page

AI Agent Search Optimization MCP server. Agent Mart. https://agentmart.dev/connectors/seyitkaangunes-ai-agent-search-optimization (last updated 2026-10-24)