Skip to main content
Glama

Tools

Tool

Description

check_llms_txt

Check if a URL/domain has llms.txt and llms-full.txt

audit_robots_for_ai

Check robots.txt for AI crawler allow/block rules

validate_schema

Extract and validate JSON-LD schema.org markup

geo_audit

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.py

With Hermes

# hermes config.yaml
tools:
  mcp:
    geo:
      command: python /path/to/mcp-geo/scripts/server.py

Manual 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.py

Example 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)

License

MIT © 2026 Jose Zuma / BrandVirality

A
license - permissive license
-
quality - not tested
B
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/josezuma/mcp-geo'

If you have feedback or need assistance with the MCP directory API, please join our Discord server