Systems and methods for parsing a software component search query to enable multi entity searches are provided. An exemplary method includes filtering a search query for unwanted characters, correcting a spelling of the search query, applying a first machine learning model to remove filter terms from the search query, parsing the query to extract entities, categorizing the entities as natural language, programming language, or keyword text, applying a second machine learning model to enhance search characteristics of the entities characterized as natural language, applying a third machine learning model to enhance search characteristics of the entities characterized as programming language, applying a fourth machine learning model to enhance search characteristics of the entities categorized as keyword text, consolidating the enhanced entities into an enhanced search query, applying a fifth machine learning model to determine intended sources for the search query, and searching the intended sources for results.