Production of adenosine in the extracellular tumor microenvironment elicits strong immunosuppression and is associated with tumor progression. Thus, targeting adenosine-generating ectonucleotidases is a potential strategy to stimulate and prolong antitumor immunity. Because the reaction products of ectonucleotidases differ by a single phosphate group, selective detection in an assay format that is compatible with high-throughput screening (HTS) has been elusive. We report the development of biochemical assays capable of measuring the activity of ectonucleoside triphosphate diphosphohydrolase-1 (ENTPD1; also known as CD39) and ecto-5'-nucleotidase (CD73). Both assays leverage the Transcreener HTS Assay platform, which facilitates selective immunodetection of nucleotides with homogenous fluorescent readouts, fluorescence polarization or time-resolved fluorescence energy transfer. The Transcreener AMP2 Assay was used to measure CD39 activity, allowing detection of adenosine monophosphate (AMP) production (Z' > 0.6) with subnanomolar amounts of CD39, allowing IC determination for tool compounds, consistent with previously reported values. To detect the production of adenosine by CD73, the Transcreener ADP2 Assay was coupled with adenosine kinase (AK); conversion of adenosine to AMP and adenosine diphosphate (ADP) by AK allows detection with ADP2 antibody. The Transcreener AMP2 Assay was used to screen a 1280 Library of Pharmacologically Active Compounds (LOPAC) library and a 1600-compound subset of a ChemBridge diversity library for CD39 inhibitors, allowing the identification of nine and eight candidate compounds from each library, respectively. The Transcreener ADP2 Assay was used to screen 1600 compounds from the ChemBridge diversity library for CD73 inhibitors and identified 14 potential candidates. HTS-compatible assays for ectonucleotidase activity may allow identification of purinergic signaling pathway inhibitors important for tumor-specific immune responses during tumor pathogenesis.