keshrath

MCP server registry and marketplace — discover, install, activate, and manage MCP tools on demand

Cross-session memory and recall for AI agents — git-synced knowledge base, knowledge graph, confidence scoring, hybrid semantic+TF-IDF search, auto-distillation

Pipeline-driven task management for AI coding agents — stages, dependencies, artifacts, and multi-agent claiming

Agent-agnostic intercommunication system — sessions, messaging, channels, shared state, and real-time events