aio-geo
What this MCP does
Audits public websites for structural AI-search readiness and generates dry-run recommendations for robots, schema, and internal anchors.
Tools
Input schema
{'type': 'object', 'properties': {'url': {'type': 'string', 'description': 'Public domain or https URL to inspect (for example example.com or https://example.com). Localhost and private IPs are blocked.'}, 'domain': {'type': 'string', 'description': 'Alias of url. Use either url or domain, not both.'}, 'dryRun': {'type': 'boolean', 'default': True, 'description': 'When true (default) only preview the pack. Writes stay off on the public endpoint.'}}}
Output schema
{'type': 'object', 'required': ['ok', 'dryRun'], 'properties': {'ok': {'type': 'boolean'}, 'error': {'type': 'string'}, 'files': {'type': 'array', 'items': {'type': 'object', 'properties': {'path': {'type': 'string'}, 'action': {'type': 'string'}}}, 'description': 'Proposed files in the dry-run pack'}, 'domain': {'type': 'string'}, 'dryRun': {'type': 'boolean', 'description': 'Public endpoint always true — no files are written'}}}
Input schema
{'type': 'object', 'properties': {'url': {'type': 'string', 'description': 'Public domain or https URL to inspect (for example example.com or https://example.com). Localhost and private IPs are blocked.'}, 'domain': {'type': 'string', 'description': 'Alias of url. Use either url or domain, not both.'}}}
Output schema
{'type': 'object', 'required': ['ok', 'domain', 'overallScore'], 'properties': {'ok': {'type': 'boolean', 'description': 'True when the audit completed'}, 'cli': {'type': 'string', 'description': 'Matching CLI command'}, 'domain': {'type': 'string', 'description': 'Normalized hostname'}, 'pillars': {'type': 'array', 'items': {'type': 'object', 'properties': {'key': {'type': 'string'}, 'label': {'type': 'string'}, 'score': {'type': 'number'}, 'summary': {'type': 'string'}}}, 'description': 'Per-pillar structural scores'}, 'refusal': {'type': 'string', 'description': 'Ranking-refusal copy'}, 'briefUrl': {'type': 'string', 'description': 'Shareable public brief URL'}, 'persisted': {'type': 'boolean', 'description': 'True if the scan was saved'}, 'confidence': {'type': 'number', 'description': '0-1 crawl confidence'}, 'disclaimer': {'type': 'string'}, 'isSynthetic': {'type': 'boolean', 'description': 'True only if the crawl failed closed'}, 'methodology': {'type': 'string', 'description': 'Scoring methodology id'}, 'overallScore': {'type': 'number', 'description': 'Structural readiness score 0-100. Not an LLM ranking.'}, 'recommendations': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Ranked structural gaps to fix'}}}
Input schema
{'type': 'object', 'properties': {}}
Output schema
{'type': 'object', 'required': ['version', 'api_key'], 'properties': {'health': {'type': 'object', 'description': 'Ops health without secrets'}, 'api_key': {'type': 'string', 'description': 'set or unset — never the raw secret'}, 'refusal': {'type': 'string'}, 'version': {'type': 'string'}}}
Input schema
{'type': 'object', 'properties': {'url': {'type': 'string', 'description': 'Public domain or https URL to inspect (for example example.com or https://example.com). Localhost and private IPs are blocked.'}, 'domain': {'type': 'string', 'description': 'Alias of url. Use either url or domain, not both.'}}}
Output schema
{'type': 'object', 'required': ['ok', 'domain', 'overallScore', 'sharePath'], 'properties': {'ok': {'type': 'boolean'}, 'domain': {'type': 'string'}, 'pillars': {'type': 'array', 'items': {'type': 'object'}}, 'refusal': {'type': 'string'}, 'sharePath': {'type': 'string', 'description': 'Relative brief path, for example /brief?domain=example.com'}, 'overallScore': {'type': 'number'}, 'recommendations': {'type': 'array', 'items': {'type': 'string'}}}}
Input schema
{'type': 'object', 'properties': {'url': {'type': 'string', 'description': 'Public domain or https URL to inspect (for example example.com or https://example.com). Localhost and private IPs are blocked.'}, 'domain': {'type': 'string', 'description': 'Alias of url. Use either url or domain, not both.'}}}
Output schema
{'type': 'object', 'required': ['ok', 'dryRun'], 'properties': {'ok': {'type': 'boolean'}, 'error': {'type': 'string'}, 'files': {'type': 'array', 'items': {'type': 'object', 'properties': {'path': {'type': 'string'}, 'action': {'type': 'string'}}}, 'description': 'Proposed files in the dry-run pack'}, 'domain': {'type': 'string'}, 'dryRun': {'type': 'boolean', 'description': 'Public endpoint always true — no files are written'}}}
Input schema
{'type': 'object', 'properties': {'url': {'type': 'string', 'description': 'Public domain or https URL to inspect (for example example.com or https://example.com). Localhost and private IPs are blocked.'}, 'domain': {'type': 'string', 'description': 'Alias of url. Use either url or domain, not both.'}}}
Output schema
{'type': 'object', 'required': ['ok', 'domain', 'overallScore'], 'properties': {'ok': {'type': 'boolean', 'description': 'True when the audit completed'}, 'cli': {'type': 'string', 'description': 'Matching CLI command'}, 'domain': {'type': 'string', 'description': 'Normalized hostname'}, 'pillars': {'type': 'array', 'items': {'type': 'object', 'properties': {'key': {'type': 'string'}, 'label': {'type': 'string'}, 'score': {'type': 'number'}, 'summary': {'type': 'string'}}}, 'description': 'Per-pillar structural scores'}, 'refusal': {'type': 'string', 'description': 'Ranking-refusal copy'}, 'briefUrl': {'type': 'string', 'description': 'Shareable public brief URL'}, 'persisted': {'type': 'boolean', 'description': 'True if the scan was saved'}, 'confidence': {'type': 'number', 'description': '0-1 crawl confidence'}, 'disclaimer': {'type': 'string'}, 'isSynthetic': {'type': 'boolean', 'description': 'True only if the crawl failed closed'}, 'methodology': {'type': 'string', 'description': 'Scoring methodology id'}, 'overallScore': {'type': 'number', 'description': 'Structural readiness score 0-100. Not an LLM ranking.'}, 'recommendations': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Ranked structural gaps to fix'}}}
Recent tool changes
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