Content aggregation for unstructured data

A mechanism for extracting system characteristics from an unstructured data format, a semi-structured data format, or a structured data format is disclosed. A processing device may receive information associated with a computing system in an unstructured data format. A content type of the information in the unstructured data format may be determined. A parser corresponding to the content type may be identified. A system characteristic from the information in the unstructured data format may be extracted using the parser. The extracted system characteristic may be stored in a common format.