Filesift

Filesift is an open-source local MCP server that exposes advanced codebase search tools to AI coding agents. It enables semantic and keyword-based search across your codebase, allowing AI agents to understand and retrieve code snippets by intent using natural language queries. It integrates with the Model Context Protocol (MCP) and is compatible with popular AI agents such as Claude, Cursor, Copilot, Gemini, and Windsurf. Typical users include AI developers, software engineers, and teams seeking to empower LLM-driven coding agents with intelligent, secure, local code search and codebase understanding.