Provided is an adhesive bone filling agent which adheres to bone tissue and hardens, and the adhesive bone filling agent is prepared by mixing a liquid component composed of a buffer solution comprising a water-soluble biocompatible polymer with a powder component comprising calcium phosphate and an organic acid-based crosslinking agent.