Filescopemcp

Filescopemcp is an open source Model Context Protocol (MCP) server that continuously analyzes and indexes your codebase to provide live code intelligence for large language models (LLMs) and AI agents. It ranks file importance, maps dependencies, extracts symbols (functions, classes, etc.), and generates up-to-date file summaries, enabling AI models like Claude Code, Hermes Agent, Codex, and others to answer questions about code structure and usage without directly reading source code. The tool is designed for developers, AI engineers, and teams deploying autonomous or assisted coding agents across multiple programming languages and repositories.