According to La Thaumassière, the Benedictine Abbey of Saint-Martin de Massay was founded in 738 by Count Egon. In 814 its observance was adapted according to the Rule of Saint Benedict, following the monastic reform promoted at that time by Benedict of Aniane (c. 750-821). In 873 it was destroyed during a Norman raid, and the counts of Bourges undertook its reconstruction. During the abbacy of Odo of Cluny (926–942), Massay was temporarily affiliated with the Burgundian monastery.
In 1128 a fire devastated the abbey, making it necessary to rebuild almost the entire complex, although some earlier architectural elements were reused. In 1360, during the Hundred Years' War, it again suffered severe damage. The large tower attached to the church's western façade was erected in the fifteenth century. Between 1562 and 1567 the abbey also suffered during the French Wars of Religion. Although it was never completely rebuilt, it continued to exist despite its gradual decline. By 1736 the community had disappeared and the abbey lost its monastic status. The church then assumed the parish functions of Saint-Paxent, whose church had fallen into ruin. After the French Revolution, a road was opened through the former cloister, leading to its disappearance.
The present church was built after the fire of 1128 and is more modest in size than its predecessor. It occupies the site of the former chancel and the vanished transept, a reconstruction that altered the original layout of the monastic complex. As a result, the chapter house, now restored, was left at some distance from the new church, an unusual feature that can still be understood from the monastery's ground plan. The church later underwent several minor alterations and preserves an of sixteenth-century stained-glass window.
Besides the church, the former Abbot's chapel also survives. This twelfth-century Romanesque building, dedicated to Saint-Loup, consists of a simple two-bay nave, a chancel and a semicircular apse. It stands within the second cloister, to the south of Saint-Paxent Church. Of the remaining monastic buildings, the restored chapter house is particularly noteworthy.
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