Built for teams juggling multiple codebases in a single product. You register projects (mobile, backend, admin) with paths and frameworks, then map features as ordered workflow steps across all of them. The server auto-scans NestJS endpoints, Next.js pages, and React Native screens, letting you query which files belong to a feature at any step. Before editing a controller, ask what breaks downstream. Before refactoring a mobile form, see which backend DTOs and admin types need updates. It persists everything to a shared JSON file, so everyone works from the same cross-project graph. Reach for this when your AI agent keeps missing dependencies between repos or when a one-line change in the API silently breaks two frontends.
claude mcp add --transport stdio punic-pillars-project-knowledge-mcp uvx project-knowledge-mcp