Your AI agents are flying blind.
AI can write code. It still cannot understand systems.
Cursor and Claude can generate code, but they have no idea what your system architecture looks like, what depends on what, or what will break if they change something. Mapnostics gives them system memory — ten tools over your real dependency graph, one config block, API key auth.
Ten tools, one connection
Every tool reads from your repository's real symbol graph and dependency data — the same grounded answers the product itself gives, not a summary the model invented.
Works with what you already run
Claude Desktop, Cursor, or any client that speaks Model Context Protocol — one config block, no separate vector database to stand up yourself.
API key auth
Scoped to the repositories you choose, so an agent gets exactly the access you grant it — nothing more.
Connect your AI agent in minutes.
Analyze my codebase →No credit card required · Free tier available