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coherence-signal

com.netentropyscore/coherence-signal
Marketing & Werbung Suche & Recherche Öffentlich und erreichbar MCP 2026-07-28

Was dieses MCP kann

Compares brands' website claims with recent public news signals and reports their coherence and divergence.

compare_brands
Compare the NES coherence signal for several brands side by side (claim, reality, divergence for each). Presents the data; it does NOT recommend one brand over another. The caller decides.
Eingabeschema
{'type': 'object', 'required': ['urls'], 'properties': {'urls': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Brand URLs or domains to compare (up to 8).'}}}
Ausgabeschema
{'type': 'object', 'properties': {'brands': {'type': 'array', 'items': {'type': 'object', 'properties': {'brand': {'type': 'object', 'properties': {'url': {'type': 'string'}, 'name': {'type': 'string'}, 'canonical': {'type': 'string'}}}, 'claim': {'type': 'object', 'properties': {'tier': {'type': 'string'}, 'scale': {'type': 'string'}, 'summary': {'type': 'string'}, 'confidence': {'type': 'integer'}, 'brand_consistency_score': {'type': 'integer', 'description': '0-100 website brand consistency, higher = more consistent'}}, 'description': 'What the brand says about itself via its website.'}, 'reality': {'type': 'object', 'properties': {'index': {'type': 'integer', 'description': 'signed; negative = reality trending bad'}, 'window_days': {'type': 'integer'}, 'recent_events': {'type': 'array', 'items': {'type': 'object', 'properties': {'at': {'type': 'string'}, 'type': {'type': 'string'}, 'notes': {'type': 'string'}, 'severity': {'type': 'string'}}}}}}, 'divergence': {'type': 'object', 'properties': {'score': {'type': 'number'}, 'direction': {'type': 'string'}, 'interpretation': {'type': 'string'}}}}}}}}
get_brand_coherence
Get the NES claim-vs-reality coherence signal for one brand: its website coherence score (the claim), recent public reality (matched news events), and the divergence between them. High divergence means the brand presents as coherent while its reality is turning negative. Directional opinion from public signal; not a fraud or financial check. Returns 'no read on file' for brands never scanned.
Eingabeschema
{'type': 'object', 'properties': {'url': {'type': 'string', 'description': 'Brand website URL or domain, e.g. https://acme.com'}, 'brand': {'type': 'string', 'description': 'Brand name, used if no URL is given.'}}}
Ausgabeschema
{'type': 'object', 'properties': {'brand': {'type': 'object', 'properties': {'url': {'type': 'string'}, 'name': {'type': 'string'}, 'canonical': {'type': 'string'}}}, 'claim': {'type': 'object', 'properties': {'tier': {'type': 'string'}, 'scale': {'type': 'string'}, 'summary': {'type': 'string'}, 'confidence': {'type': 'integer'}, 'brand_consistency_score': {'type': 'integer', 'description': '0-100 website brand consistency, higher = more consistent'}}, 'description': 'What the brand says about itself via its website.'}, 'reality': {'type': 'object', 'properties': {'index': {'type': 'integer', 'description': 'signed; negative = reality trending bad'}, 'window_days': {'type': 'integer'}, 'recent_events': {'type': 'array', 'items': {'type': 'object', 'properties': {'at': {'type': 'string'}, 'type': {'type': 'string'}, 'notes': {'type': 'string'}, 'severity': {'type': 'string'}}}}}}, 'divergence': {'type': 'object', 'properties': {'score': {'type': 'number'}, 'direction': {'type': 'string'}, 'interpretation': {'type': 'string'}}}}}
Hinzugefügt
compare_brands
17. September 2026 12:36
Hinzugefügt
get_brand_coherence
17. September 2026 12:36