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MCP-Hound acts as a bridge, integrating the lightning-fast, regex-based code search capabilities of Hound into AI agent workflows. It allows AI agents, such as Claude Code, to perform detailed code searches across indexed repositories, retrieve file context for matches, and manage repository indexing. This empowers AI agents to understand and navigate codebases more effectively, making them invaluable for tasks requiring deep code analysis.