DMCP

Query-driven tool discovery system that uses semantic search and Redis vector storage to dynamically expose relevant tools from multiple MCP servers. Features a two-process architecture with a server exposing a meta-tool for vector queries and an indexer that discovers and embeds tools from connected servers. Implements lazy connection architecture, intelligent routing with capability clustering, and tool eviction to manage large tool ecosystems efficiently.