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
Chalk Labs
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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
Reviews
Write a reviewNo 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_siteAudit a website URL for AI search readiness: crawler access, robots.txt, llms.txt, sitemap discovery, schema, visible text, and citation-readiness blockers.
build_llms_txtGenerate a concise /llms.txt draft as a curated map for AI agents. This is not a ranking guarantee.
prompt_matrixGenerate 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
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
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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)