Vibe Coding Discover

MCP

Local-first code intelligence for AI assistants. Turns your codebase into a knowledge graph your AI can query, navigate, and remember. 25 MCP tools.

★ 21320 forksRustMITaouicher

A local-first Rust MCP server that indexes repositories into a tree-sitter code graph with semantic search and persistent project memory. Its tools let AI assistants explore architecture, dependencies, code impact, and cross-project links.

Use Cases

Query code structure from AI assistantsFind callers, dependencies, and dead codeAssess the impact of code changesSearch code semanticallyPersist project decisions and conventions across sessionsShare code knowledge across repositories and worktrees

Built With

Language
Rust
Frameworks
rmcp · tree-sitter · ONNX Runtime · Tauri

Tags

MCP server · code intelligence · knowledge graph · code search · embeddings · persistent memory · local-first · multi-repository · tree-sitter · Claude Code · Cursor