mcp-geo
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@mcp-georun a full GEO audit on brandvirality.com"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Tools
Tool | Description |
| Check if a URL/domain has llms.txt and llms-full.txt |
| Check robots.txt for AI crawler allow/block rules |
| Extract and validate JSON-LD schema.org markup |
| Full GEO audit combining all three checks |
Related MCP server: ToolCenter MCP
Quick Start
With Claude Desktop
{
"mcpServers": {
"geo": {
"command": "python",
"args": ["/path/to/mcp-geo/scripts/server.py"]
}
}
}With Claude Code
claude code --mcp python /path/to/mcp-geo/scripts/server.pyWith Hermes
# hermes config.yaml
tools:
mcp:
geo:
command: python /path/to/mcp-geo/scripts/server.pyManual test
# Run all checks on a URL
echo '{"tool":"geo_audit","params":{"url":"https://example.com"}}' | python scripts/server.py
# Check llms.txt only
echo '{"tool":"check_llms_txt","params":{"url":"https://example.com"}}' | python scripts/server.pyExample Output
$ echo '{"tool":"geo_audit","params":{"url":"https://brandvirality.com"}}' | python scripts/server.py
{
"result": {
"url": "https://brandvirality.com",
"domain": "brandvirality.com",
"llms_txt": {
"/llms.txt": {"exists": false, "size": 0},
"/llms-full.txt": {"exists": false, "size": 0}
},
"robots": {
"has_robots_txt": true,
"ai_crawlers_configured": 0,
"ai_crawlers_blocked": 0
},
"schema": {
"has_schema": true,
"schema_count": 3,
"types_found": ["FAQPage", "ItemList", "Organization"]
}
}
}How This Reuses Sibling Repos
Tool | Data Source |
check_llms_txt | Uses the llmstxt.org spec (project 06) |
audit_robots_for_ai | Uses ai-crawlers dataset (project 02) |
validate_schema | Uses schema-for-ai templates (project 04) |
geo_audit | Combines all above + geo-audit-skill (project 03) |
Related
awesome-ai-visibility — Curated AI visibility resources
ai-crawlers — AI crawler dataset (powers audit_robots)
geo-audit-skill — URL-level GEO auditing
schema-for-ai — JSON-LD templates (powers validate_schema)
llmstxt-gen — llms.txt generator (powers check_llms_txt)
BrandVirality — AI Visibility Agency
License
MIT © 2026 Jose Zuma / BrandVirality
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