HumanMirror Forge
What this MCP does
Cleans, deduplicates, canonicalizes, scores, and analyzes JSON records for data quality and numeric anomalies.
Tools
Input schema
{'type': 'object', 'required': ['input'], 'properties': {'input': {'description': 'Any JSON value to normalize.'}, 'options': {'type': 'object', 'properties': {'sort_keys': {'type': 'boolean'}, 'remove_empty': {'type': 'boolean'}, 'trim_strings': {'type': 'boolean'}, 'normalize_keys': {'type': 'boolean'}}, 'additionalProperties': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', 'required': ['input'], 'properties': {'input': {'type': 'array', 'items': {'type': 'object'}, 'description': 'Array of JSON records.'}, 'options': {'type': 'object', 'properties': {'fields': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', 'required': ['input'], 'properties': {'input': {'type': 'array', 'items': {'type': 'number'}, 'description': 'Numeric series.'}}, 'additionalProperties': False}
Input schema
{'type': 'object', 'required': ['input'], 'properties': {'input': {'description': 'Entity name string or object with fields such as name, domain, url and email.'}}, 'additionalProperties': False}
Input schema
{'type': 'object', 'required': ['input'], 'properties': {'input': {'type': 'array', 'items': {'type': 'object'}, 'description': 'Non-empty array of JSON records.'}}, 'additionalProperties': False}
Recent tool changes
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