Tuberculosis caused by Mycobacterium bovis poses a global infectious threat to humans and animals. Therefore, there is an urgent need to develop a sensitive, precise, and easy-to-readout strategy. Here, a novel tandem combination of a CRISPR/Cas12a system with dual HCR (denoted as CRISPR/Cas12a-D-HCR) was constructed for detecting Mycobacterium bovis. Based on the efficient trans-cleavage activity of the active CRISPR/Cas12a system, tandem-dsDNA with PAM sites was established using two flexible hairpins, providing multiple binding sites with CRISPR/Cas12a for further amplification. Furthermore, the activation of Cas12a initiated the second hybridization chain reaction (HCR), which integrated complete G-quadruplex sequences to assemble the hemin/G-quadruplex DNAzyme. With the addition of H2O2 and ABTS, a colorimetric signal readout strategy was achieved. Consequently, CRISPR/Cas12a-D-HCR achieved a satisfactory detection linear range from 20 aM to 50 fM, and the limit of detection was as low as 2.75 aM with single mismatched recognition capability, demonstrating good discrimination of different bacterial species. Notably, the practical application performance was verified via the standard addition method, with the recovery ranging from 96.0% to 105.2% and the relative standard deviations (RSD) ranging from 0.95% to 6.45%. The proposed CRISPR/Cas12a-D-HCR sensing system served as a promising application for accurate detection in food safety and agricultural fields.