Large-scale analyses of software ecosystems allow researchers to identify widespread vulnerabilities, validate dependencies for safe usage, and gain an understanding of the conditions of software package landscapes. In the C/C++ ecosystem however, there are many challenges facing large-scale analyses, due to the lack of a standard package manager or build system. With this work, we aim to explore the Conan ecosystem by statically analyzing it as a whole and on a large scale. We provide a static analysis tool set named CoPhi that crawls Conan packages and analyzes them for specific features to capture C/C++ ecosystem metrics of interest, and also create corpora with user-defined properties. In a case study, we demonstrate the effectiveness of CoPhi by analyzing 620 Conan packages for four different metrics.