Pseudo-homophones (i.e., novel letter strings that can be pronounced like real words, i.e., ``brane'' from ``brain'') play an important role in psycholinguistic experiments, since they can be used to uncover basic mechanisms associated with the role of phonology in silent reading and reading aloud. We present a database of more than 14,000 French pseudo-homophones that respect the phonotactic constraints of French. We also describe our pseudo-homophone generator that can be used to generate pseudo-homophones that obey French phonotactic constraints. The database is freely available on the following website http://sites.google.com/site/ludovicferrand/Home/data.