Finding research professionals and collaborators to address community problems continues to be a significant barrier for many local government agencies. Research collaboration between researchers from universities, industries, and local government agencies can be tremendously useful to all organizations. San Antonio Research Partnership Portal is a collaborative initiative to bring researchers and local government agencies in one place to solve community concerns. In this paper, we have investigated the performance of popular keyword extraction tools by measuring the effectiveness of identifying the keywords from research opportunities. The extracted keywords are used in an automated process for San Antonio Research Partnership Portal to match academic researchers with corresponding research opportunities.