ShortlistLens
Was dieses MCP kann
Evaluates local-business websites and user-supplied review evidence to compare candidates and produce buyer-readiness shortlists.
Tools
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['candidates'], 'properties': {'candidates': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'website_evaluability_score', 'review_trust_score'], 'properties': {'name': {'type': 'string', 'maxLength': 160, 'minLength': 1, 'description': 'Business name.'}, 'note': {'type': 'string', 'maxLength': 280, 'description': 'Optional short evidence note.'}, 'review_trust_score': {'type': 'number', 'maximum': 100, 'minimum': 0, 'description': 'The 0â\x80\x93100 review trust score derived from supplied evidence.'}, 'website_evaluability_score': {'type': 'number', 'maximum': 100, 'minimum': 0, 'description': 'The 0â\x80\x93100 website evaluability score.'}}}, 'maxItems': 6, 'minItems': 2, 'description': 'Two to six businesses using comparable evidence.'}}}
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['business_name', 'website_evaluability_score', 'review_trust_score', 'priority_gaps'], 'properties': {'business_name': {'type': 'string', 'maxLength': 160, 'minLength': 1, 'description': 'The business to scope.'}, 'priority_gaps': {'type': 'array', 'items': {'type': 'string', 'maxLength': 300, 'minLength': 1}, 'maxItems': 5, 'minItems': 1, 'description': 'Top gaps identified by the diagnostic.'}, 'review_trust_score': {'type': 'number', 'maximum': 100, 'minimum': 0, 'description': 'Review-trust score from supplied evidence.'}, 'website_evaluability_score': {'type': 'number', 'maximum': 100, 'minimum': 0, 'description': 'Website score from the diagnostic.'}}}
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['website_url'], 'properties': {'website_url': {'type': 'string', 'format': 'uri', 'description': 'A public HTTP or HTTPS page URL to evaluate.'}, 'target_service': {'type': 'string', 'maxLength': 120, 'description': 'Optional service the buyer is researching, such as pool renovation or roof replacement.'}}}
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['excerpts'], 'properties': {'excerpts': {'type': 'array', 'items': {'type': 'object', 'required': ['text'], 'properties': {'text': {'type': 'string', 'maxLength': 5000, 'minLength': 1, 'description': 'A public review excerpt supplied by the user.'}, 'rating': {'type': 'number', 'maximum': 5, 'minimum': 0, 'description': 'Optional rating associated with this excerpt.'}, 'owner_response': {'type': 'string', 'maxLength': 5000, 'description': 'Optional visible owner response associated with this excerpt.'}}}, 'maxItems': 50, 'minItems': 1, 'description': 'One to fifty user-supplied public review excerpts.'}, 'review_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Optional public review count supplied by the user.'}, 'overall_rating': {'type': 'number', 'maximum': 5, 'minimum': 0, 'description': 'Optional public overall rating supplied by the user.'}}}
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['website_url'], 'properties': {'website_url': {'type': 'string', 'format': 'uri', 'description': 'A public HTTP or HTTPS page URL to evaluate.'}, 'target_service': {'type': 'string', 'maxLength': 120, 'description': 'Optional service the buyer is researching.'}}}
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