FileScopeMCP
Your AI already knows how to code. Now it knows your codebase.
FileScopeMCP watches your code, ranks every file by importance, maps all dependencies, and keeps AI-generated summaries fresh in the background. When your LLM asks "what does this file do?" — it gets a real answer without reading the source.
Works with Claude Code, Hermes Agent, Codex, OpenClaw, Cursor AI, or as a standalone daemon. Supports TypeScript, JavaScript, Python, C, C++, Rust, Go, Ruby, Lua, Zig, PHP, C#, and Java.
Key Features
Importance ranking — every file scored 0-10 based on how many things depend on it, what it exports, and where it lives. Your LLM sees the critical files first.
Dependency mapping — bidirectional import tracking across all supported languages. AST-level extraction (tree-sitter) for TS/JS, Python, C, C++, and Rust; regex-based for Go, Ruby, Lua, Zig, PHP, C#, and Java. Finds circular dependencies too.
Symbol intelligence — extracts functions, classes, interfaces, types, enums, consts, modules, and structs via tree-sitter for TypeScript, JavaScript, Python, Go, and Ruby. find_symbol resolves names to file + line range. find_callers and find_callees map the call graph for TS/JS so your AI can answer "who calls this function?" before refactoring.
